2025-10-10T00:32:20.2609026Z Current runner version: '2.328.0' 2025-10-10T00:32:20.2614295Z Runner name: 'pytorch-rocm-hw-26' 2025-10-10T00:32:20.2615030Z Runner group name: 'linux.rocm.gpu.group' 2025-10-10T00:32:20.2615774Z Machine name: 'pytorch-rocm-hw-26' 2025-10-10T00:32:20.2618248Z ##[group]GITHUB_TOKEN Permissions 2025-10-10T00:32:20.2620019Z Contents: read 2025-10-10T00:32:20.2620528Z Metadata: read 2025-10-10T00:32:20.2620964Z ##[endgroup] 2025-10-10T00:32:20.2622906Z Secret source: Actions 2025-10-10T00:32:20.2623509Z Prepare workflow directory 2025-10-10T00:32:20.6219545Z Prepare all required actions 2025-10-10T00:32:20.6266345Z Getting action download info 2025-10-10T00:32:21.1155136Z Download action repository 'pytorch/pytorch@main' (SHA:a6fa4f9c283971c0fb6f60a89674a1f35370ac79) 2025-10-10T00:32:26.1285312Z Download action repository 'aws-actions/configure-aws-credentials@ececac1a45f3b08a01d2dd070d28d111c5fe6722' (SHA:ececac1a45f3b08a01d2dd070d28d111c5fe6722) 2025-10-10T00:32:26.6919710Z Download action repository 'aws-actions/amazon-ecr-login@062b18b96a7aff071d4dc91bc00c4c1a7945b076' (SHA:062b18b96a7aff071d4dc91bc00c4c1a7945b076) 2025-10-10T00:32:27.2317427Z Download action repository 'pytorch/test-infra@main' (SHA:264eed5d70b428e3aa5c1a7c98e4330f866e183f) 2025-10-10T00:32:28.3007742Z Download action repository 'actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02' (SHA:ea165f8d65b6e75b540449e92b4886f43607fa02) 2025-10-10T00:32:29.0452012Z Getting action download info 2025-10-10T00:32:29.2418600Z Download action repository 'actions/checkout@v4' (SHA:08eba0b27e820071cde6df949e0beb9ba4906955) 2025-10-10T00:32:29.9788707Z Getting action download info 2025-10-10T00:32:30.1425840Z Download action repository 'nick-fields/retry@v3.0.0' (SHA:7152eba30c6575329ac0576536151aca5a72780e) 2025-10-10T00:32:30.6982055Z Getting action download info 2025-10-10T00:32:30.8902137Z Uses: pytorch/pytorch/.github/workflows/_rocm-test.yml@refs/heads/main (344e6365a0068c2d2847fcec0c55dd53291d475e) 2025-10-10T00:32:30.8905583Z ##[group] Inputs 2025-10-10T00:32:30.8905889Z build-environment: linux-jammy-rocm-py3.10 2025-10-10T00:32:30.8907092Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 2, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 3, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 4, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 5, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 6, "num_shards": 6, "runner": "linux.rocm.gpu.2"}]} 2025-10-10T00:32:30.8908557Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:32:30.8909102Z sync-tag: 2025-10-10T00:32:30.8909749Z timeout-minutes: 300 2025-10-10T00:32:30.8909962Z tests-to-include: 2025-10-10T00:32:30.8910153Z dashboard-tag: 2025-10-10T00:32:30.8910603Z disable-monitor: true 2025-10-10T00:32:30.8910820Z monitor-log-interval: 5 2025-10-10T00:32:30.8911033Z monitor-data-collect-interval: 1 2025-10-10T00:32:30.8911278Z ##[endgroup] 2025-10-10T00:32:30.8911587Z Complete job name: linux-jammy-rocm-py3.10 / test (default, 5, 6, linux.rocm.gpu.2) 2025-10-10T00:32:30.9924852Z ##[group]Run pytorch/pytorch/.github/actions/checkout-pytorch@main 2025-10-10T00:32:30.9925419Z with: 2025-10-10T00:32:30.9925577Z no-sudo: true 2025-10-10T00:32:30.9925745Z submodules: recursive 2025-10-10T00:32:30.9925916Z fetch-depth: 0 2025-10-10T00:32:30.9926208Z env: 2025-10-10T00:32:30.9926377Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:32:30.9926576Z ##[endgroup] 2025-10-10T00:32:30.9997176Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-10-10T00:32:30.9997891Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-10-10T00:32:31.0022344Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:32:31.0022623Z env: 2025-10-10T00:32:31.0022788Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:32:31.0022970Z ##[endgroup] 2025-10-10T00:32:31.0330400Z ##[group]Run # Use all available CPUs for fetching 2025-10-10T00:32:31.0331208Z # Use all available CPUs for fetching 2025-10-10T00:32:31.0331777Z cd "${GITHUB_WORKSPACE}" 2025-10-10T00:32:31.0332355Z git config --global fetch.parallel 0 2025-10-10T00:32:31.0333015Z git config --global submodule.fetchJobs 0 2025-10-10T00:32:31.0333680Z  2025-10-10T00:32:31.0334299Z # Clean workspace. The default checkout action should also do this, but 2025-10-10T00:32:31.0335094Z # do it here as well just in case 2025-10-10T00:32:31.0335622Z if [[ -d .git ]]; then 2025-10-10T00:32:31.0336118Z  if [ -z "${NO_SUDO}" ]; then 2025-10-10T00:32:31.0336638Z  sudo git clean -ffdx 2025-10-10T00:32:31.0337120Z  else 2025-10-10T00:32:31.0337515Z  git clean -ffdx 2025-10-10T00:32:31.0337937Z  fi 2025-10-10T00:32:31.0338292Z fi 2025-10-10T00:32:31.0384206Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:32:31.0384862Z env: 2025-10-10T00:32:31.0385233Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:32:31.0385651Z NO_SUDO: true 2025-10-10T00:32:31.0386021Z ##[endgroup] 2025-10-10T00:32:31.4207691Z Removing .additional_ci_files/ 2025-10-10T00:32:31.4207986Z Removing build/ 2025-10-10T00:32:31.4208211Z Removing dist/ 2025-10-10T00:32:31.4208388Z Removing test/test-reports/ 2025-10-10T00:32:31.4272872Z ##[group]Run actions/checkout@v4 2025-10-10T00:32:31.4273134Z with: 2025-10-10T00:32:31.4273327Z ref: 344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:32:31.4273590Z fetch-depth: 0 2025-10-10T00:32:31.4273786Z submodules: recursive 2025-10-10T00:32:31.4273976Z show-progress: false 2025-10-10T00:32:31.4274213Z repository: pytorch/pytorch 2025-10-10T00:32:31.4274595Z token: *** 2025-10-10T00:32:31.4274766Z ssh-strict: true 2025-10-10T00:32:31.4274956Z ssh-user: git 2025-10-10T00:32:31.4275142Z persist-credentials: true 2025-10-10T00:32:31.4275362Z clean: true 2025-10-10T00:32:31.4275572Z sparse-checkout-cone-mode: true 2025-10-10T00:32:31.4275808Z fetch-tags: false 2025-10-10T00:32:31.4275994Z lfs: false 2025-10-10T00:32:31.4276157Z set-safe-directory: true 2025-10-10T00:32:31.4276365Z env: 2025-10-10T00:32:31.4276544Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:32:31.4276729Z ##[endgroup] 2025-10-10T00:32:31.5260260Z Syncing repository: pytorch/pytorch 2025-10-10T00:32:31.5262742Z ##[group]Getting Git version info 2025-10-10T00:32:31.5263757Z Working directory is '/home/pytorchci/actions-runner/_work/pytorch/pytorch' 2025-10-10T00:32:31.5264954Z [command]/usr/bin/git version 2025-10-10T00:32:31.5265423Z git version 2.34.1 2025-10-10T00:32:31.5266995Z ##[endgroup] 2025-10-10T00:32:31.5273365Z Copying '/home/pytorchci/.gitconfig' to '/home/pytorchci/actions-runner/_work/_temp/6529439a-07c9-43a0-81c6-614be283069a/.gitconfig' 2025-10-10T00:32:31.5275899Z Temporarily overriding HOME='/home/pytorchci/actions-runner/_work/_temp/6529439a-07c9-43a0-81c6-614be283069a' before making global git config changes 2025-10-10T00:32:31.5277553Z Adding repository directory to the temporary git global config as a safe directory 2025-10-10T00:32:31.5278859Z [command]/usr/bin/git config --global --add safe.directory /home/pytorchci/actions-runner/_work/pytorch/pytorch 2025-10-10T00:32:31.5294293Z [command]/usr/bin/git config --local --get remote.origin.url 2025-10-10T00:32:31.5327280Z https://github.com/pytorch/pytorch 2025-10-10T00:32:31.5346059Z ##[group]Removing previously created refs, to avoid conflicts 2025-10-10T00:32:31.5350090Z [command]/usr/bin/git rev-parse --symbolic-full-name --verify --quiet HEAD 2025-10-10T00:32:31.5369538Z HEAD 2025-10-10T00:32:31.5416080Z ##[endgroup] 2025-10-10T00:32:31.5417171Z [command]/usr/bin/git submodule status 2025-10-10T00:32:31.5725589Z 7e1e1fe3858c63c251c637ae41a20de425dde96f android/libs/fbjni (v0.1.0-12-g7e1e1fe) 2025-10-10T00:32:31.5809709Z 4dfe081cf6bcd15db339cf2680b9281b8451eeb3 third_party/FP16 (4dfe081) 2025-10-10T00:32:31.5915983Z b408327ac2a15ec3e43352421954f5b1967701d1 third_party/FXdiv (b408327) 2025-10-10T00:32:31.6023497Z c07e3a0400713d546e0dea2d5466dd22ea389c73 third_party/NNPACK (c07e3a0) 2025-10-10T00:32:31.6077508Z 2942f167cc30c5e3a44a2aecd5b0d9c07ff61a07 third_party/NVTX (v3.1.0-263-g2942f16) 2025-10-10T00:32:31.6182128Z 1d8f600fd424278486eade7ed3e877c99f0846b1 third_party/VulkanMemoryAllocator (v2.1.0-982-g1d8f600) 2025-10-10T00:32:31.6689537Z 51a0103656eff6fc9bfd39a4597923c4b542c883 third_party/XNNPACK (remotes/origin/ds/ndk-1243-g51a0103656) 2025-10-10T00:32:31.6743135Z 01aae101b9e5e94d6c16a9514c9fb8df99c93150 third_party/aiter (v0.1.1-92-g01aae101) 2025-10-10T00:32:31.6775614Z 299e5928955cc62af9968370293b916f5130916f third_party/benchmark (v1.9.3) 2025-10-10T00:32:31.6890563Z 7fe50dc3da2069d6645d9deb8c017a876472a977 third_party/composable_kernel (rocm-6.4.3-459-g7fe50dc3d) 2025-10-10T00:32:31.7043051Z 89c932f313c6437c38f2982869beacc89c2f2246 third_party/cpp-httplib (v0.26.0) 2025-10-10T00:32:31.7192899Z 5e3d2445e6a84d9599bee2bf78edbb4d80865e1d third_party/cpuinfo (5e3d244) 2025-10-10T00:32:31.7236109Z f937055efc6d414d11f4c6577e3977fe74f35fb6 third_party/cudnn_frontend (v0.5-52-gf937055) 2025-10-10T00:32:31.7358086Z f3fde58372d33e9a5650ba7b80fc48b3b49d40c8 third_party/cutlass (v4.2.1) 2025-10-10T00:32:31.7423472Z 3cefe0564a8c3de514a152d40a2b4770f2ee5be0 third_party/fbgemm (v1.3.0-rc1-404-g3cefe056) 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third_party/kineto (remotes/origin/sraikund/test-131-g001ba8e) 2025-10-10T00:32:31.8923638Z cca02c2f69dd18e1f12647c1c0bdc8cf90e680c7 third_party/kleidiai (v1.8.0) 2025-10-10T00:32:31.8969395Z fbd8b99c2b828428947d70fdc046bb55609be93e third_party/mimalloc (v2.2.4) 2025-10-10T00:32:31.9006545Z 55f93686c01528224f448c19128836e7df245f72 third_party/nlohmann (v3.12.0) 2025-10-10T00:32:31.9332487Z e709452ef2bbc1d113faf678c24e6d3467696e83 third_party/onnx (v1.18.0) 2025-10-10T00:32:31.9362188Z a799f4aed9c94b765dcdaabaeab7d5e7e2310878 third_party/opentelemetry-cpp (v1.14.2) 2025-10-10T00:32:31.9396418Z 0fa0ef591e38c2758e3184c6c23e497b9f732ffa third_party/pocketfft (release_for_eigen-40-g0fa0ef5) 2025-10-10T00:32:31.9741630Z d1eca4e4b421cd2997495c4b4e65cea6be4e9b8a third_party/protobuf (v3.7.0-rc.2-1279-gd1eca4e4b) 2025-10-10T00:32:31.9857698Z 072586a71b55b7f8c584153d223e95687148a900 third_party/psimd (heads/master) 2025-10-10T00:32:31.9927210Z 4fe0e1e183925bf8cfa6aae24237e724a96479b8 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2025-10-10T00:32:32.1749382Z ##[endgroup] 2025-10-10T00:32:32.1750142Z ##[group]Setting up auth 2025-10-10T00:32:32.1761783Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2025-10-10T00:32:32.1805244Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :" 2025-10-10T00:32:32.2067600Z Entering 'android/libs/fbjni' 2025-10-10T00:32:32.2113089Z Entering 'third_party/FP16' 2025-10-10T00:32:32.2158183Z Entering 'third_party/FXdiv' 2025-10-10T00:32:32.2198858Z Entering 'third_party/NNPACK' 2025-10-10T00:32:32.2241561Z Entering 'third_party/NVTX' 2025-10-10T00:32:32.2281159Z Entering 'third_party/VulkanMemoryAllocator' 2025-10-10T00:32:32.2319998Z Entering 'third_party/XNNPACK' 2025-10-10T00:32:32.2374750Z Entering 'third_party/aiter' 2025-10-10T00:32:32.2422232Z Entering 'third_party/aiter/3rdparty/composable_kernel' 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http.https://github.com/.extraheader AUTHORIZATION: basic *** 2025-10-10T00:32:32.9478435Z ##[endgroup] 2025-10-10T00:32:32.9479200Z ##[group]Fetching the repository 2025-10-10T00:32:32.9487963Z [command]/usr/bin/git -c protocol.version=2 fetch --prune --no-recurse-submodules origin +refs/heads/*:refs/remotes/origin/* +refs/tags/*:refs/tags/* 2025-10-10T00:32:33.6175465Z From https://github.com/pytorch/pytorch 2025-10-10T00:32:33.6176362Z - [deleted] (none) -> ciflow/binaries/165075 2025-10-10T00:32:33.6946251Z - [deleted] (none) -> ciflow/h100-symm-mem/165086 2025-10-10T00:32:33.6947112Z - [deleted] (none) -> ciflow/inductor/164904 2025-10-10T00:32:33.6948293Z - [deleted] (none) -> ciflow/inductor/164905 2025-10-10T00:32:33.6950261Z - [deleted] (none) -> ciflow/inductor/164939 2025-10-10T00:32:33.6952146Z - [deleted] (none) -> ciflow/inductor/164955 2025-10-10T00:32:33.6953883Z - [deleted] (none) -> ciflow/inductor/164982 2025-10-10T00:32:33.6955694Z - [deleted] (none) -> 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trunk/a57a14868dcfd9dabf9bd19b6b11f31967c80c87 2025-10-10T00:32:35.4755242Z * [new tag] trunk/a6fa4f9c283971c0fb6f60a89674a1f35370ac79 -> trunk/a6fa4f9c283971c0fb6f60a89674a1f35370ac79 2025-10-10T00:32:35.4756639Z * [new tag] trunk/cd62a73dcb13102069aa827a6657f62d88cce095 -> trunk/cd62a73dcb13102069aa827a6657f62d88cce095 2025-10-10T00:32:35.4758039Z * [new tag] trunk/f6de195616432f42a545b98ea41cc816019d1c60 -> trunk/f6de195616432f42a545b98ea41cc816019d1c60 2025-10-10T00:32:35.5728332Z [command]/usr/bin/git rev-parse --verify --quiet 344e6365a0068c2d2847fcec0c55dd53291d475e^{object} 2025-10-10T00:32:35.5773972Z 344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:32:35.5781383Z ##[endgroup] 2025-10-10T00:32:35.5782140Z ##[group]Determining the checkout info 2025-10-10T00:32:35.5783451Z ##[endgroup] 2025-10-10T00:32:35.5787740Z [command]/usr/bin/git sparse-checkout disable 2025-10-10T00:32:35.5999924Z [command]/usr/bin/git config --local --unset-all extensions.worktreeConfig 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'third_party/gloo' 2025-10-10T00:32:36.0025150Z Synchronizing submodule url for 'third_party/googletest' 2025-10-10T00:32:36.0064452Z Synchronizing submodule url for 'third_party/ideep' 2025-10-10T00:32:36.0100979Z Synchronizing submodule url for 'third_party/ideep/mkl-dnn' 2025-10-10T00:32:36.0162838Z Synchronizing submodule url for 'third_party/ittapi' 2025-10-10T00:32:36.0230119Z Synchronizing submodule url for 'third_party/kineto' 2025-10-10T00:32:36.0285204Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog' 2025-10-10T00:32:36.0330495Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-10-10T00:32:36.0378882Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-10-10T00:32:36.0421095Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-10-10T00:32:36.0467164Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-10-10T00:32:36.0517228Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-10-10T00:32:36.0561204Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-10-10T00:32:36.0607800Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-10-10T00:32:36.0654296Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-10-10T00:32:36.0694622Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-10-10T00:32:36.0766072Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp' 2025-10-10T00:32:36.0809745Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/civetweb' 2025-10-10T00:32:36.0851545Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/googletest' 2025-10-10T00:32:36.0902846Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/fmt' 2025-10-10T00:32:36.0941133Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/googletest' 2025-10-10T00:32:36.0984853Z Synchronizing submodule url for 'third_party/kleidiai' 2025-10-10T00:32:36.1023834Z Synchronizing submodule url for 'third_party/mimalloc' 2025-10-10T00:32:36.1063980Z Synchronizing submodule url for 'third_party/nlohmann' 2025-10-10T00:32:36.1103623Z Synchronizing submodule url for 'third_party/onnx' 2025-10-10T00:32:36.1157825Z Synchronizing submodule url for 'third_party/onnx/third_party/pybind11' 2025-10-10T00:32:36.1212002Z Synchronizing submodule url for 'third_party/opentelemetry-cpp' 2025-10-10T00:32:36.1257718Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-10-10T00:32:36.1294930Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/googletest' 2025-10-10T00:32:36.1331254Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-10-10T00:32:36.1362410Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-10-10T00:32:36.1398826Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-10-10T00:32:36.1438901Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-10-10T00:32:36.1478874Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-10-10T00:32:36.1504228Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-10-10T00:32:36.1544018Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-10-10T00:32:36.1586145Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-10-10T00:32:36.1650158Z Synchronizing submodule url for 'third_party/pocketfft' 2025-10-10T00:32:36.1686735Z Synchronizing submodule url for 'third_party/protobuf' 2025-10-10T00:32:36.1722823Z Synchronizing submodule url for 'third_party/protobuf/third_party/benchmark' 2025-10-10T00:32:36.1759085Z Synchronizing submodule url for 'third_party/protobuf/third_party/googletest' 2025-10-10T00:32:36.1801321Z Synchronizing submodule url for 'third_party/psimd' 2025-10-10T00:32:36.1844463Z Synchronizing submodule url for 'third_party/pthreadpool' 2025-10-10T00:32:36.1881104Z Synchronizing submodule url for 'third_party/pybind11' 2025-10-10T00:32:36.1918642Z Synchronizing submodule url for 'third_party/python-peachpy' 2025-10-10T00:32:36.1967313Z Synchronizing submodule url for 'third_party/sleef' 2025-10-10T00:32:36.2008428Z Synchronizing submodule url for 'third_party/tensorpipe' 2025-10-10T00:32:36.2041782Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/googletest' 2025-10-10T00:32:36.2078571Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/libnop' 2025-10-10T00:32:36.2110651Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/libuv' 2025-10-10T00:32:36.2145832Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/pybind11' 2025-10-10T00:32:36.2179024Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-10-10T00:32:36.2253327Z [command]/usr/bin/git -c protocol.version=2 submodule update --init --force --recursive 2025-10-10T00:32:36.2739067Z Submodule path 'android/libs/fbjni': checked out '7e1e1fe3858c63c251c637ae41a20de425dde96f' 2025-10-10T00:32:36.3000210Z Submodule path 'third_party/FP16': checked out '4dfe081cf6bcd15db339cf2680b9281b8451eeb3' 2025-10-10T00:32:36.3280635Z Submodule path 'third_party/FXdiv': checked out 'b408327ac2a15ec3e43352421954f5b1967701d1' 2025-10-10T00:32:36.3569946Z Submodule path 'third_party/NNPACK': checked out 'c07e3a0400713d546e0dea2d5466dd22ea389c73' 2025-10-10T00:32:36.3929791Z Submodule path 'third_party/NVTX': checked out '2942f167cc30c5e3a44a2aecd5b0d9c07ff61a07' 2025-10-10T00:32:36.4245087Z Submodule path 'third_party/VulkanMemoryAllocator': checked out '1d8f600fd424278486eade7ed3e877c99f0846b1' 2025-10-10T00:32:36.4695231Z Submodule path 'third_party/XNNPACK': checked out '51a0103656eff6fc9bfd39a4597923c4b542c883' 2025-10-10T00:32:36.5093757Z Submodule path 'third_party/aiter': checked out '01aae101b9e5e94d6c16a9514c9fb8df99c93150' 2025-10-10T00:32:36.5624035Z Submodule path 'third_party/aiter/3rdparty/composable_kernel': checked out 'cffe8fa2a442ac8e80dd236a1a5d24fe3d7e0cbf' 2025-10-10T00:32:36.5916271Z Submodule path 'third_party/benchmark': checked out '299e5928955cc62af9968370293b916f5130916f' 2025-10-10T00:32:36.6402901Z Submodule path 'third_party/composable_kernel': checked out '7fe50dc3da2069d6645d9deb8c017a876472a977' 2025-10-10T00:32:36.6731251Z Submodule path 'third_party/cpp-httplib': checked out '89c932f313c6437c38f2982869beacc89c2f2246' 2025-10-10T00:32:36.7002531Z Submodule path 'third_party/cpuinfo': checked out '5e3d2445e6a84d9599bee2bf78edbb4d80865e1d' 2025-10-10T00:32:36.7309597Z Submodule path 'third_party/cudnn_frontend': checked out 'f937055efc6d414d11f4c6577e3977fe74f35fb6' 2025-10-10T00:32:36.7717307Z Submodule path 'third_party/cutlass': checked out 'f3fde58372d33e9a5650ba7b80fc48b3b49d40c8' 2025-10-10T00:32:36.8134529Z Submodule path 'third_party/fbgemm': checked out '3cefe0564a8c3de514a152d40a2b4770f2ee5be0' 2025-10-10T00:32:36.8360055Z Submodule path 'third_party/fbgemm/external/asmjit': checked out 'a3199e8857792cd10b7589ff5d58343d2c9008ea' 2025-10-10T00:32:36.8818535Z Submodule path 'third_party/fbgemm/external/composable_kernel': checked out '7fe50dc3da2069d6645d9deb8c017a876472a977' 2025-10-10T00:32:36.9079240Z Submodule path 'third_party/fbgemm/external/cpuinfo': checked out '6543fec09b2f04ac4a666882998b534afc9c1349' 2025-10-10T00:32:36.9428851Z Submodule path 'third_party/fbgemm/external/cutlass': checked out '311f3c8e51dc0eb56310cfc6980bf63d0fbd7917' 2025-10-10T00:32:36.9707023Z Submodule path 'third_party/fbgemm/external/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-10-10T00:32:36.9962373Z Submodule path 'third_party/fbgemm/external/hipify_torch': checked out '63b6a7b541fa7f08f8475ca7d74054db36ff2691' 2025-10-10T00:32:37.0255093Z Submodule path 'third_party/fbgemm/external/json': checked out '9cca280a4d0ccf0c08f47a99aa71d1b0e52f8d03' 2025-10-10T00:32:37.0566005Z Submodule path 'third_party/flash-attention': checked out '979702c87a8713a8e0a5e9fee122b90d2ef13be5' 2025-10-10T00:32:37.1011592Z Submodule path 'third_party/flash-attention/csrc/composable_kernel': checked out '888317e698e9803c62bd38568abc9e05d7709f33' 2025-10-10T00:32:37.1344231Z Submodule path 'third_party/flash-attention/csrc/cutlass': checked out 'c506e16788cb08416a4a57e11a9067beeee29420' 2025-10-10T00:32:37.1737489Z Submodule path 'third_party/flatbuffers': checked out 'a2cd1ea3b6d3fee220106b5fed3f7ce8da9eb757' 2025-10-10T00:32:37.2029336Z Submodule path 'third_party/fmt': checked out 'e424e3f2e607da02742f73db84873b8084fc714c' 2025-10-10T00:32:37.2299745Z Submodule path 'third_party/gemmlowp/gemmlowp': checked out '3fb5c176c17c765a3492cd2f0321b0dab712f350' 2025-10-10T00:32:37.2616189Z Submodule path 'third_party/gloo': checked out '54cbae0d3a67fa890b4c3d9ee162b7860315e341' 2025-10-10T00:32:37.2887177Z Submodule path 'third_party/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-10-10T00:32:37.3168619Z Submodule path 'third_party/ideep': checked out '719d8e6cd7f7a0e01b155657526d693acf97c2b3' 2025-10-10T00:32:37.3623105Z Submodule path 'third_party/ideep/mkl-dnn': checked out '8d263e693366ef8db40acc569cc7d8edf644556d' 2025-10-10T00:32:37.3947615Z Submodule path 'third_party/ittapi': checked out 'dec1d23ca65ab069d225dfe40dea14f455170959' 2025-10-10T00:32:37.4253877Z Submodule path 'third_party/kineto': checked out '001ba8eb519438592f79dbc8e86a349f5f6c6829' 2025-10-10T00:32:37.4561910Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog': checked out 'd2ffe0a4e3acace628db49974246b66fc3e85fb1' 2025-10-10T00:32:37.4847654Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM': checked out 'ffde4e54bc7249a6039a5e6b45b395141e1217f9' 2025-10-10T00:32:37.5127084Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr': checked out '871ed52d350214a034f6ef8a3b8f51c5ce1bd400' 2025-10-10T00:32:37.5402156Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt': checked out 'cd4af11efc9c622896a3e4cb599fa28668ca3d05' 2025-10-10T00:32:37.5661876Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags': checked out 'e171aa2d15ed9eb17054558e0b3a6a413bb01067' 2025-10-10T00:32:37.5908644Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc': checked out '8411df715cf522606e3b1aca386ddfc0b63d34b4' 2025-10-10T00:32:37.6174316Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog': checked out 'b33e3bad4c46c8a6345525fd822af355e5ef9446' 2025-10-10T00:32:37.6427666Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-10-10T00:32:37.6731601Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json': checked out '4f8fba14066156b73f1189a2b8bd568bde5284c5' 2025-10-10T00:32:37.6971972Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs': checked out 'f68a2fa8ea36c783bdd760371411fcb495aa3150' 2025-10-10T00:32:37.7234049Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp': checked out 'b1234816facfdda29845c46696a02998a4af115a' 2025-10-10T00:32:37.7546265Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/civetweb': checked out 'd7ba35bbb649209c66e582d5a0244ba988a15159' 2025-10-10T00:32:37.7811667Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/googletest': checked out 'e2239ee6043f73722e7aa812a459f54a28552929' 2025-10-10T00:32:37.8136211Z Submodule path 'third_party/kineto/libkineto/third_party/fmt': checked out '40626af88bd7df9a5fb80be7b25ac85b122d6c21' 2025-10-10T00:32:37.8368133Z Submodule path 'third_party/kineto/libkineto/third_party/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-10-10T00:32:37.8649088Z Submodule path 'third_party/kleidiai': checked out 'cca02c2f69dd18e1f12647c1c0bdc8cf90e680c7' 2025-10-10T00:32:37.8948035Z Submodule path 'third_party/mimalloc': checked out 'fbd8b99c2b828428947d70fdc046bb55609be93e' 2025-10-10T00:32:37.9268598Z Submodule path 'third_party/nlohmann': checked out '55f93686c01528224f448c19128836e7df245f72' 2025-10-10T00:32:37.9731562Z Submodule path 'third_party/onnx': checked out 'e709452ef2bbc1d113faf678c24e6d3467696e83' 2025-10-10T00:32:38.0041850Z Submodule path 'third_party/onnx/third_party/pybind11': checked out 'a2e59f0e7065404b44dfe92a28aca47ba1378dc4' 2025-10-10T00:32:38.0371674Z Submodule path 'third_party/opentelemetry-cpp': checked out 'a799f4aed9c94b765dcdaabaeab7d5e7e2310878' 2025-10-10T00:32:38.0613275Z Submodule path 'third_party/opentelemetry-cpp/third_party/benchmark': checked out 'd572f4777349d43653b21d6c2fc63020ab326db2' 2025-10-10T00:32:38.0850791Z Submodule path 'third_party/opentelemetry-cpp/third_party/googletest': checked out 'b796f7d44681514f58a683a3a71ff17c94edb0c1' 2025-10-10T00:32:38.1098121Z Submodule path 'third_party/opentelemetry-cpp/third_party/ms-gsl': checked out '6f4529395c5b7c2d661812257cd6780c67e54afa' 2025-10-10T00:32:38.1374577Z Submodule path 'third_party/opentelemetry-cpp/third_party/nlohmann-json': checked out 'bc889afb4c5bf1c0d8ee29ef35eaaf4c8bef8a5d' 2025-10-10T00:32:38.1674058Z Submodule path 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto': checked out '4ca4f0335c63cda7ab31ea7ed70d6553aee14dce' 2025-10-10T00:32:38.1935371Z Submodule path 'third_party/opentelemetry-cpp/third_party/opentracing-cpp': checked out '06b57f48ded1fa3bdd3d4346f6ef29e40e08eaf5' 2025-10-10T00:32:38.2208340Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp': checked out 'c9ffcdda9086ffd9e1283ea7a0276d831f3c8a8d' 2025-10-10T00:32:38.2473036Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb': checked out 'eefb26f82b233268fc98577d265352720d477ba4' 2025-10-10T00:32:38.2745188Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest': checked out 'e2239ee6043f73722e7aa812a459f54a28552929' 2025-10-10T00:32:38.3166307Z Submodule path 'third_party/opentelemetry-cpp/tools/vcpkg': checked out '8eb57355a4ffb410a2e94c07b4dca2dffbee8e50' 2025-10-10T00:32:38.3491415Z Submodule path 'third_party/pocketfft': checked out '0fa0ef591e38c2758e3184c6c23e497b9f732ffa' 2025-10-10T00:32:38.3975910Z Submodule path 'third_party/protobuf': checked out 'd1eca4e4b421cd2997495c4b4e65cea6be4e9b8a' 2025-10-10T00:32:38.4220735Z Submodule path 'third_party/protobuf/third_party/benchmark': checked out '5b7683f49e1e9223cf9927b24f6fd3d6bd82e3f8' 2025-10-10T00:32:38.4491356Z Submodule path 'third_party/protobuf/third_party/googletest': checked out '5ec7f0c4a113e2f18ac2c6cc7df51ad6afc24081' 2025-10-10T00:32:38.4773328Z Submodule path 'third_party/psimd': checked out '072586a71b55b7f8c584153d223e95687148a900' 2025-10-10T00:32:38.5058236Z Submodule path 'third_party/pthreadpool': checked out '4fe0e1e183925bf8cfa6aae24237e724a96479b8' 2025-10-10T00:32:38.5323213Z Submodule path 'third_party/pybind11': checked out 'f5fbe867d2d26e4a0a9177a51f6e568868ad3dc8' 2025-10-10T00:32:38.5602256Z Submodule path 'third_party/python-peachpy': checked out 'f45429b087dd7d5bc78bb40dc7cf06425c252d67' 2025-10-10T00:32:38.5880655Z Submodule path 'third_party/sleef': checked out '5a1d179df9cf652951b59010a2d2075372d67f68' 2025-10-10T00:32:38.6162576Z Submodule path 'third_party/tensorpipe': checked out 'af0118d13e52f5a08841464a768e01a0bf3e3075' 2025-10-10T00:32:38.6412893Z Submodule path 'third_party/tensorpipe/third_party/googletest': checked out 'aee0f9d9b5b87796ee8a0ab26b7587ec30e8858e' 2025-10-10T00:32:38.6636270Z Submodule path 'third_party/tensorpipe/third_party/libnop': checked out '910b55815be16109f04f4180e9adee14fb4ce281' 2025-10-10T00:32:38.7041354Z Submodule path 'third_party/tensorpipe/third_party/libuv': checked out '5152db2cbfeb5582e9c27c5ea1dba2cd9e10759b' 2025-10-10T00:32:38.7341152Z Submodule path 'third_party/tensorpipe/third_party/pybind11': checked out 'a23996fce38ff6ccfbcdc09f1e63f2c4be5ea2ef' 2025-10-10T00:32:38.7612947Z Submodule path 'third_party/tensorpipe/third_party/pybind11/tools/clang': checked out '6a00cbc4a9b8e68b71caf7f774b3f9c753ae84d5' 2025-10-10T00:32:38.7737198Z [command]/usr/bin/git submodule foreach --recursive git config --local gc.auto 0 2025-10-10T00:32:38.8000353Z Entering 'android/libs/fbjni' 2025-10-10T00:32:38.8041331Z Entering 'third_party/FP16' 2025-10-10T00:32:38.8079671Z Entering 'third_party/FXdiv' 2025-10-10T00:32:38.8111358Z Entering 'third_party/NNPACK' 2025-10-10T00:32:38.8151290Z Entering 'third_party/NVTX' 2025-10-10T00:32:38.8191613Z Entering 'third_party/VulkanMemoryAllocator' 2025-10-10T00:32:38.8229752Z Entering 'third_party/XNNPACK' 2025-10-10T00:32:38.8285109Z Entering 'third_party/aiter' 2025-10-10T00:32:38.8321134Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-10-10T00:32:38.8364837Z Entering 'third_party/benchmark' 2025-10-10T00:32:38.8403984Z Entering 'third_party/composable_kernel' 2025-10-10T00:32:38.8458252Z Entering 'third_party/cpp-httplib' 2025-10-10T00:32:38.8493941Z Entering 'third_party/cpuinfo' 2025-10-10T00:32:38.8529316Z Entering 'third_party/cudnn_frontend' 2025-10-10T00:32:38.8564590Z Entering 'third_party/cutlass' 2025-10-10T00:32:38.8619690Z Entering 'third_party/fbgemm' 2025-10-10T00:32:38.8659499Z Entering 'third_party/fbgemm/external/asmjit' 2025-10-10T00:32:38.8695407Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-10-10T00:32:38.8742603Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-10-10T00:32:38.8777869Z Entering 'third_party/fbgemm/external/cutlass' 2025-10-10T00:32:38.8822396Z Entering 'third_party/fbgemm/external/googletest' 2025-10-10T00:32:38.8869673Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-10-10T00:32:38.8913308Z Entering 'third_party/fbgemm/external/json' 2025-10-10T00:32:38.8953835Z Entering 'third_party/flash-attention' 2025-10-10T00:32:38.8994332Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-10-10T00:32:38.9035277Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-10-10T00:32:38.9082332Z Entering 'third_party/flatbuffers' 2025-10-10T00:32:38.9120007Z Entering 'third_party/fmt' 2025-10-10T00:32:38.9154524Z Entering 'third_party/gemmlowp/gemmlowp' 2025-10-10T00:32:38.9192245Z Entering 'third_party/gloo' 2025-10-10T00:32:38.9230976Z Entering 'third_party/googletest' 2025-10-10T00:32:38.9271546Z Entering 'third_party/ideep' 2025-10-10T00:32:38.9310975Z Entering 'third_party/ideep/mkl-dnn' 2025-10-10T00:32:38.9359516Z Entering 'third_party/ittapi' 2025-10-10T00:32:38.9400830Z Entering 'third_party/kineto' 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'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-10-10T00:32:38.9804892Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp' 2025-10-10T00:32:38.9839418Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/civetweb' 2025-10-10T00:32:38.9890425Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/googletest' 2025-10-10T00:32:38.9929166Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-10-10T00:32:38.9962049Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-10-10T00:32:39.0001040Z Entering 'third_party/kleidiai' 2025-10-10T00:32:39.0038907Z Entering 'third_party/mimalloc' 2025-10-10T00:32:39.0078900Z Entering 'third_party/nlohmann' 2025-10-10T00:32:39.0115083Z Entering 'third_party/onnx' 2025-10-10T00:32:39.0164933Z Entering 'third_party/onnx/third_party/pybind11' 2025-10-10T00:32:39.0205161Z Entering 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'third_party/opentelemetry-cpp/tools/vcpkg' 2025-10-10T00:32:39.0637470Z Entering 'third_party/pocketfft' 2025-10-10T00:32:39.0679442Z Entering 'third_party/protobuf' 2025-10-10T00:32:39.0714866Z Entering 'third_party/protobuf/third_party/benchmark' 2025-10-10T00:32:39.0759516Z Entering 'third_party/protobuf/third_party/googletest' 2025-10-10T00:32:39.0802624Z Entering 'third_party/psimd' 2025-10-10T00:32:39.0839165Z Entering 'third_party/pthreadpool' 2025-10-10T00:32:39.0872444Z Entering 'third_party/pybind11' 2025-10-10T00:32:39.0919289Z Entering 'third_party/python-peachpy' 2025-10-10T00:32:39.0952762Z Entering 'third_party/sleef' 2025-10-10T00:32:39.0990916Z Entering 'third_party/tensorpipe' 2025-10-10T00:32:39.1025299Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-10-10T00:32:39.1061731Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-10-10T00:32:39.1097739Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-10-10T00:32:39.1130704Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-10-10T00:32:39.1166730Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-10-10T00:32:39.1224060Z ##[endgroup] 2025-10-10T00:32:39.1224826Z ##[group]Persisting credentials for submodules 2025-10-10T00:32:39.1231050Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'url\.https\:\/\/github\.com\/\.insteadOf' && git config --local --unset-all 'url.https://github.com/.insteadOf' || :" 2025-10-10T00:32:39.1492206Z Entering 'android/libs/fbjni' 2025-10-10T00:32:39.1519513Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1520180Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1558799Z Entering 'third_party/FP16' 2025-10-10T00:32:39.1577911Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1578573Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1619239Z Entering 'third_party/FXdiv' 2025-10-10T00:32:39.1644067Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1644754Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1671771Z Entering 'third_party/NNPACK' 2025-10-10T00:32:39.1695066Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1695734Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1739502Z Entering 'third_party/NVTX' 2025-10-10T00:32:39.1762031Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1762771Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1798847Z Entering 'third_party/VulkanMemoryAllocator' 2025-10-10T00:32:39.1816292Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1816951Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1848767Z Entering 'third_party/XNNPACK' 2025-10-10T00:32:39.1871416Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1872719Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1919657Z Entering 'third_party/aiter' 2025-10-10T00:32:39.1940117Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1940780Z url.https://github.com/.insteadof 2025-10-10T00:32:39.1974600Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-10-10T00:32:39.1999415Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2000083Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2040759Z Entering 'third_party/benchmark' 2025-10-10T00:32:39.2066205Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2066869Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2097817Z Entering 'third_party/composable_kernel' 2025-10-10T00:32:39.2123895Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2124549Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2162669Z Entering 'third_party/cpp-httplib' 2025-10-10T00:32:39.2184628Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2185291Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2214473Z Entering 'third_party/cpuinfo' 2025-10-10T00:32:39.2239763Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2240412Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2279685Z Entering 'third_party/cudnn_frontend' 2025-10-10T00:32:39.2297207Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2297847Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2331984Z Entering 'third_party/cutlass' 2025-10-10T00:32:39.2361087Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2361781Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2400802Z Entering 'third_party/fbgemm' 2025-10-10T00:32:39.2426797Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2427449Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2458627Z Entering 'third_party/fbgemm/external/asmjit' 2025-10-10T00:32:39.2480930Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2481504Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2509281Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-10-10T00:32:39.2532427Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2581311Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2581879Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-10-10T00:32:39.2603982Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2604491Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2635198Z Entering 'third_party/fbgemm/external/cutlass' 2025-10-10T00:32:39.2658635Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2659139Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2697353Z Entering 'third_party/fbgemm/external/googletest' 2025-10-10T00:32:39.2720164Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2720686Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2754587Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-10-10T00:32:39.2773037Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2773543Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2807201Z Entering 'third_party/fbgemm/external/json' 2025-10-10T00:32:39.2826594Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2827095Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2865868Z Entering 'third_party/flash-attention' 2025-10-10T00:32:39.2890765Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2891325Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2927315Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-10-10T00:32:39.2949845Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2950365Z url.https://github.com/.insteadof 2025-10-10T00:32:39.2984457Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-10-10T00:32:39.3007661Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3008166Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3045193Z Entering 'third_party/flatbuffers' 2025-10-10T00:32:39.3065827Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3066341Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3101903Z Entering 'third_party/fmt' 2025-10-10T00:32:39.3129176Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3129681Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3164304Z Entering 'third_party/gemmlowp/gemmlowp' 2025-10-10T00:32:39.3184954Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3185476Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3214450Z Entering 'third_party/gloo' 2025-10-10T00:32:39.3234914Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3235422Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3275568Z Entering 'third_party/googletest' 2025-10-10T00:32:39.3295698Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3296205Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3334980Z Entering 'third_party/ideep' 2025-10-10T00:32:39.3366122Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3366625Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3400958Z Entering 'third_party/ideep/mkl-dnn' 2025-10-10T00:32:39.3425499Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3426013Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3462880Z Entering 'third_party/ittapi' 2025-10-10T00:32:39.3485319Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3485810Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3522666Z Entering 'third_party/kineto' 2025-10-10T00:32:39.3544818Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3545325Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3578816Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-10-10T00:32:39.3600278Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3600773Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3628618Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-10-10T00:32:39.3650104Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3650595Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3684885Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-10-10T00:32:39.3703972Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3704474Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3733006Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-10-10T00:32:39.3751818Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3752328Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3784641Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-10-10T00:32:39.3803817Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3804313Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3831926Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-10-10T00:32:39.3854968Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3855463Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3887107Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-10-10T00:32:39.3906269Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3906766Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3938052Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-10-10T00:32:39.3956891Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3957450Z url.https://github.com/.insteadof 2025-10-10T00:32:39.3992013Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-10-10T00:32:39.4014533Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4015052Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4046863Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-10-10T00:32:39.4065739Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4066255Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4097239Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp' 2025-10-10T00:32:39.4116661Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4117169Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4152611Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/civetweb' 2025-10-10T00:32:39.4176820Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4177346Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4213763Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/googletest' 2025-10-10T00:32:39.4233973Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4234492Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4283200Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-10-10T00:32:39.4306142Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4306648Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4337305Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-10-10T00:32:39.4356016Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4356513Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4393078Z Entering 'third_party/kleidiai' 2025-10-10T00:32:39.4418488Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4419000Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4460355Z Entering 'third_party/mimalloc' 2025-10-10T00:32:39.4480979Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4481553Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4512416Z Entering 'third_party/nlohmann' 2025-10-10T00:32:39.4532406Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4532916Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4566364Z Entering 'third_party/onnx' 2025-10-10T00:32:39.4586710Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4587211Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4630808Z Entering 'third_party/onnx/third_party/pybind11' 2025-10-10T00:32:39.4654802Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4655327Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4688604Z Entering 'third_party/opentelemetry-cpp' 2025-10-10T00:32:39.4708924Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4709430Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4746462Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-10-10T00:32:39.4769059Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4769575Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4810738Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-10-10T00:32:39.4838873Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4839382Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4868251Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-10-10T00:32:39.4890868Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4891397Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4927134Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-10-10T00:32:39.4946787Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4947290Z url.https://github.com/.insteadof 2025-10-10T00:32:39.4984442Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-10-10T00:32:39.5008566Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5009087Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5043563Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-10-10T00:32:39.5062959Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5063479Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5092325Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-10-10T00:32:39.5110591Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5111095Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5146270Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-10-10T00:32:39.5170143Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5204476Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5205311Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-10-10T00:32:39.5228545Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5229057Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5262394Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-10-10T00:32:39.5283856Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5284362Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5332177Z Entering 'third_party/pocketfft' 2025-10-10T00:32:39.5357339Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5357842Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5385382Z Entering 'third_party/protobuf' 2025-10-10T00:32:39.5409157Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5409652Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5445905Z Entering 'third_party/protobuf/third_party/benchmark' 2025-10-10T00:32:39.5467095Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5467597Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5498895Z Entering 'third_party/protobuf/third_party/googletest' 2025-10-10T00:32:39.5518150Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5518648Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5553436Z Entering 'third_party/psimd' 2025-10-10T00:32:39.5578533Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5579043Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5615495Z Entering 'third_party/pthreadpool' 2025-10-10T00:32:39.5636347Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5636856Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5677256Z Entering 'third_party/pybind11' 2025-10-10T00:32:39.5697224Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5697733Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5730241Z Entering 'third_party/python-peachpy' 2025-10-10T00:32:39.5758994Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5759497Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5791269Z Entering 'third_party/sleef' 2025-10-10T00:32:39.5811126Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5811636Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5845310Z Entering 'third_party/tensorpipe' 2025-10-10T00:32:39.5873012Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5873510Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5901437Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-10-10T00:32:39.5927256Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5927759Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5962225Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-10-10T00:32:39.5980905Z url.https://github.com/.insteadof 2025-10-10T00:32:39.5981409Z url.https://github.com/.insteadof 2025-10-10T00:32:39.6015891Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-10-10T00:32:39.6040939Z url.https://github.com/.insteadof 2025-10-10T00:32:39.6041444Z url.https://github.com/.insteadof 2025-10-10T00:32:39.6068904Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-10-10T00:32:39.6091321Z url.https://github.com/.insteadof 2025-10-10T00:32:39.6091815Z url.https://github.com/.insteadof 2025-10-10T00:32:39.6131602Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-10-10T00:32:39.6168652Z url.https://github.com/.insteadof 2025-10-10T00:32:39.6169172Z url.https://github.com/.insteadof 2025-10-10T00:32:39.6241647Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local 'http.https://github.com/.extraheader' 'AUTHORIZATION: basic ***' && git config --local --show-origin --name-only --get-regexp remote.origin.url" 2025-10-10T00:32:39.6504372Z Entering 'android/libs/fbjni' 2025-10-10T00:32:39.6552272Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/android/libs/fbjni/config remote.origin.url 2025-10-10T00:32:39.6578945Z Entering 'third_party/FP16' 2025-10-10T00:32:39.6615485Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/FP16/config remote.origin.url 2025-10-10T00:32:39.6639553Z Entering 'third_party/FXdiv' 2025-10-10T00:32:39.6679957Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/FXdiv/config remote.origin.url 2025-10-10T00:32:39.6698070Z Entering 'third_party/NNPACK' 2025-10-10T00:32:39.6733691Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK/config remote.origin.url 2025-10-10T00:32:39.6759909Z Entering 'third_party/NVTX' 2025-10-10T00:32:39.6803204Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NVTX/config remote.origin.url 2025-10-10T00:32:39.6838798Z Entering 'third_party/VulkanMemoryAllocator' 2025-10-10T00:32:39.6866126Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/VulkanMemoryAllocator/config remote.origin.url 2025-10-10T00:32:39.6885641Z Entering 'third_party/XNNPACK' 2025-10-10T00:32:39.6933148Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/XNNPACK/config remote.origin.url 2025-10-10T00:32:39.6967310Z Entering 'third_party/aiter' 2025-10-10T00:32:39.7005585Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/aiter/config remote.origin.url 2025-10-10T00:32:39.7023779Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-10-10T00:32:39.7065299Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/aiter/modules/3rdparty/composable_kernel/config remote.origin.url 2025-10-10T00:32:39.7092228Z Entering 'third_party/benchmark' 2025-10-10T00:32:39.7130845Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/benchmark/config remote.origin.url 2025-10-10T00:32:39.7158634Z Entering 'third_party/composable_kernel' 2025-10-10T00:32:39.7188311Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/composable_kernel/config remote.origin.url 2025-10-10T00:32:39.7219062Z Entering 'third_party/cpp-httplib' 2025-10-10T00:32:39.7265121Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/cpp-httplib/config remote.origin.url 2025-10-10T00:32:39.7290653Z Entering 'third_party/cpuinfo' 2025-10-10T00:32:39.7331441Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/cpuinfo/config remote.origin.url 2025-10-10T00:32:39.7352813Z Entering 'third_party/cudnn_frontend' 2025-10-10T00:32:39.7390988Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/cudnn_frontend/config remote.origin.url 2025-10-10T00:32:39.7411045Z Entering 'third_party/cutlass' 2025-10-10T00:32:39.7450011Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/cutlass/config remote.origin.url 2025-10-10T00:32:39.7484021Z Entering 'third_party/fbgemm' 2025-10-10T00:32:39.7516093Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/config remote.origin.url 2025-10-10T00:32:39.7551067Z Entering 'third_party/fbgemm/external/asmjit' 2025-10-10T00:32:39.7592524Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/asmjit/config remote.origin.url 2025-10-10T00:32:39.7614935Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-10-10T00:32:39.7654311Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/composable_kernel/config remote.origin.url 2025-10-10T00:32:39.7678350Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-10-10T00:32:39.7718317Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/cpuinfo/config remote.origin.url 2025-10-10T00:32:39.7737167Z Entering 'third_party/fbgemm/external/cutlass' 2025-10-10T00:32:39.7770463Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/cutlass/config remote.origin.url 2025-10-10T00:32:39.7801070Z Entering 'third_party/fbgemm/external/googletest' 2025-10-10T00:32:39.7846843Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/googletest/config remote.origin.url 2025-10-10T00:32:39.7869246Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-10-10T00:32:39.7911278Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/hipify_torch/config remote.origin.url 2025-10-10T00:32:39.7927055Z Entering 'third_party/fbgemm/external/json' 2025-10-10T00:32:39.7962023Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/json/config remote.origin.url 2025-10-10T00:32:39.7982469Z Entering 'third_party/flash-attention' 2025-10-10T00:32:39.8021008Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/config remote.origin.url 2025-10-10T00:32:39.8039462Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-10-10T00:32:39.8074776Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/modules/csrc/composable_kernel/config remote.origin.url 2025-10-10T00:32:39.8098006Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-10-10T00:32:39.8133740Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/modules/csrc/cutlass/config remote.origin.url 2025-10-10T00:32:39.8160228Z Entering 'third_party/flatbuffers' 2025-10-10T00:32:39.8204823Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/flatbuffers/config remote.origin.url 2025-10-10T00:32:39.8225305Z Entering 'third_party/fmt' 2025-10-10T00:32:39.8261560Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fmt/config remote.origin.url 2025-10-10T00:32:39.8284250Z Entering 'third_party/gemmlowp/gemmlowp' 2025-10-10T00:32:39.8320444Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/gemmlowp/gemmlowp/config remote.origin.url 2025-10-10T00:32:39.8337892Z Entering 'third_party/gloo' 2025-10-10T00:32:39.8372495Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/gloo/config remote.origin.url 2025-10-10T00:32:39.8390042Z Entering 'third_party/googletest' 2025-10-10T00:32:39.8429423Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/googletest/config remote.origin.url 2025-10-10T00:32:39.8446999Z Entering 'third_party/ideep' 2025-10-10T00:32:39.8481460Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/ideep/config remote.origin.url 2025-10-10T00:32:39.8497863Z Entering 'third_party/ideep/mkl-dnn' 2025-10-10T00:32:39.8533624Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/ideep/modules/mkl-dnn/config remote.origin.url 2025-10-10T00:32:39.8558416Z Entering 'third_party/ittapi' 2025-10-10T00:32:39.8598915Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/ittapi/config remote.origin.url 2025-10-10T00:32:39.8617357Z Entering 'third_party/kineto' 2025-10-10T00:32:39.8651967Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/config remote.origin.url 2025-10-10T00:32:39.8669620Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-10-10T00:32:39.8710949Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/config remote.origin.url 2025-10-10T00:32:39.8729197Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-10-10T00:32:39.8770128Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/DCGM/config remote.origin.url 2025-10-10T00:32:39.8792452Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-10-10T00:32:39.8829087Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/cpr/config remote.origin.url 2025-10-10T00:32:39.8845744Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-10-10T00:32:39.8881629Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/fmt/config remote.origin.url 2025-10-10T00:32:39.8898424Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-10-10T00:32:39.8933139Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/gflags/config remote.origin.url 2025-10-10T00:32:39.8950062Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-10-10T00:32:39.8989417Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/gflags/modules/doc/config remote.origin.url 2025-10-10T00:32:39.9009336Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-10-10T00:32:39.9046253Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/glog/config remote.origin.url 2025-10-10T00:32:39.9062206Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-10-10T00:32:39.9097765Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/googletest/config remote.origin.url 2025-10-10T00:32:39.9114485Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-10-10T00:32:39.9150244Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/json/config remote.origin.url 2025-10-10T00:32:39.9167952Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-10-10T00:32:39.9202954Z file:/home/pytorchci/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/pfs/config remote.origin.url 2025-10-10T00:32:39.9219163Z Entering 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Entering 'third_party/tensorpipe' 2025-10-10T00:32:40.5008931Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-10-10T00:32:40.5044562Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-10-10T00:32:40.5075974Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-10-10T00:32:40.5107787Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-10-10T00:32:40.5139357Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-10-10T00:32:40.5211822Z [command]/usr/bin/git submodule foreach --recursive git config --local --add 'url.https://github.com/.insteadOf' 'org-21003710@github.com:' 2025-10-10T00:32:40.5480373Z Entering 'android/libs/fbjni' 2025-10-10T00:32:40.5520123Z Entering 'third_party/FP16' 2025-10-10T00:32:40.5559996Z Entering 'third_party/FXdiv' 2025-10-10T00:32:40.5600604Z Entering 'third_party/NNPACK' 2025-10-10T00:32:40.5630172Z Entering 'third_party/NVTX' 2025-10-10T00:32:40.5666292Z Entering 'third_party/VulkanMemoryAllocator' 2025-10-10T00:32:40.5701237Z Entering 'third_party/XNNPACK' 2025-10-10T00:32:40.5752366Z Entering 'third_party/aiter' 2025-10-10T00:32:40.5803175Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-10-10T00:32:40.5846948Z Entering 'third_party/benchmark' 2025-10-10T00:32:40.5881720Z Entering 'third_party/composable_kernel' 2025-10-10T00:32:40.5930690Z Entering 'third_party/cpp-httplib' 2025-10-10T00:32:40.5965609Z Entering 'third_party/cpuinfo' 2025-10-10T00:32:40.6000953Z Entering 'third_party/cudnn_frontend' 2025-10-10T00:32:40.6035504Z Entering 'third_party/cutlass' 2025-10-10T00:32:40.6097018Z Entering 'third_party/fbgemm' 2025-10-10T00:32:40.6138799Z Entering 'third_party/fbgemm/external/asmjit' 2025-10-10T00:32:40.6174765Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-10-10T00:32:40.6214070Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-10-10T00:32:40.6255413Z Entering 'third_party/fbgemm/external/cutlass' 2025-10-10T00:32:40.6299772Z Entering 'third_party/fbgemm/external/googletest' 2025-10-10T00:32:40.6334541Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-10-10T00:32:40.6377555Z Entering 'third_party/fbgemm/external/json' 2025-10-10T00:32:40.6422047Z Entering 'third_party/flash-attention' 2025-10-10T00:32:40.6473892Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-10-10T00:32:40.6516704Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-10-10T00:32:40.6565289Z Entering 'third_party/flatbuffers' 2025-10-10T00:32:40.6605836Z Entering 'third_party/fmt' 2025-10-10T00:32:40.6645441Z Entering 'third_party/gemmlowp/gemmlowp' 2025-10-10T00:32:40.6679828Z Entering 'third_party/gloo' 2025-10-10T00:32:40.6722434Z Entering 'third_party/googletest' 2025-10-10T00:32:40.6763044Z Entering 'third_party/ideep' 2025-10-10T00:32:40.6801746Z Entering 'third_party/ideep/mkl-dnn' 2025-10-10T00:32:40.6843447Z Entering 'third_party/ittapi' 2025-10-10T00:32:40.6881712Z Entering 'third_party/kineto' 2025-10-10T00:32:40.6917804Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-10-10T00:32:40.6955755Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-10-10T00:32:40.6992697Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-10-10T00:32:40.7031812Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-10-10T00:32:40.7064689Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-10-10T00:32:40.7098836Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-10-10T00:32:40.7140311Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-10-10T00:32:40.7178889Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-10-10T00:32:40.7216497Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-10-10T00:32:40.7256176Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-10-10T00:32:40.7291916Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp' 2025-10-10T00:32:40.7324042Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/civetweb' 2025-10-10T00:32:40.7360290Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/googletest' 2025-10-10T00:32:40.7403646Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-10-10T00:32:40.7437493Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-10-10T00:32:40.7481463Z Entering 'third_party/kleidiai' 2025-10-10T00:32:40.7523162Z Entering 'third_party/mimalloc' 2025-10-10T00:32:40.7559042Z Entering 'third_party/nlohmann' 2025-10-10T00:32:40.7600078Z Entering 'third_party/onnx' 2025-10-10T00:32:40.7648455Z Entering 'third_party/onnx/third_party/pybind11' 2025-10-10T00:32:40.7689511Z Entering 'third_party/opentelemetry-cpp' 2025-10-10T00:32:40.7733871Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-10-10T00:32:40.7777311Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-10-10T00:32:40.7814964Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-10-10T00:32:40.7853706Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-10-10T00:32:40.7891566Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-10-10T00:32:40.7923288Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-10-10T00:32:40.7955841Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-10-10T00:32:40.7987224Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-10-10T00:32:40.8021090Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-10-10T00:32:40.8060133Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-10-10T00:32:40.8113372Z Entering 'third_party/pocketfft' 2025-10-10T00:32:40.8154828Z Entering 'third_party/protobuf' 2025-10-10T00:32:40.8198511Z Entering 'third_party/protobuf/third_party/benchmark' 2025-10-10T00:32:40.8236653Z Entering 'third_party/protobuf/third_party/googletest' 2025-10-10T00:32:40.8274455Z Entering 'third_party/psimd' 2025-10-10T00:32:40.8341678Z Entering 'third_party/pthreadpool' 2025-10-10T00:32:40.8394531Z Entering 'third_party/pybind11' 2025-10-10T00:32:40.8435321Z Entering 'third_party/python-peachpy' 2025-10-10T00:32:40.8482816Z Entering 'third_party/sleef' 2025-10-10T00:32:40.8523697Z Entering 'third_party/tensorpipe' 2025-10-10T00:32:40.8558888Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-10-10T00:32:40.8604393Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-10-10T00:32:40.8640669Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-10-10T00:32:40.8682073Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-10-10T00:32:40.8715008Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-10-10T00:32:40.8779786Z ##[endgroup] 2025-10-10T00:32:40.8825086Z [command]/usr/bin/git log -1 --format=%H 2025-10-10T00:32:40.8857176Z 344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:32:40.9009192Z ##[group]Run cd "${GITHUB_WORKSPACE}" 2025-10-10T00:32:40.9009533Z cd "${GITHUB_WORKSPACE}" 2025-10-10T00:32:40.9009827Z # Clean stale submodule dirs 2025-10-10T00:32:40.9010114Z if [ -z "${NO_SUDO}" ]; then 2025-10-10T00:32:40.9010456Z  sudo git submodule foreach --recursive git clean -ffdx 2025-10-10T00:32:40.9010786Z else 2025-10-10T00:32:40.9011067Z  git submodule foreach --recursive git clean -ffdx 2025-10-10T00:32:40.9011383Z fi 2025-10-10T00:32:40.9055997Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:32:40.9056342Z env: 2025-10-10T00:32:40.9056533Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:32:40.9056766Z NO_SUDO: true 2025-10-10T00:32:40.9056964Z ##[endgroup] 2025-10-10T00:32:40.9400221Z Entering 'android/libs/fbjni' 2025-10-10T00:32:40.9444066Z Entering 'third_party/FP16' 2025-10-10T00:32:40.9481092Z Entering 'third_party/FXdiv' 2025-10-10T00:32:40.9513910Z Entering 'third_party/NNPACK' 2025-10-10T00:32:40.9551050Z Entering 'third_party/NVTX' 2025-10-10T00:32:40.9596135Z Entering 'third_party/VulkanMemoryAllocator' 2025-10-10T00:32:40.9634885Z Entering 'third_party/XNNPACK' 2025-10-10T00:32:40.9792754Z Entering 'third_party/aiter' 2025-10-10T00:32:40.9855656Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-10-10T00:32:40.9989623Z Entering 'third_party/benchmark' 2025-10-10T00:32:41.0024093Z Entering 'third_party/composable_kernel' 2025-10-10T00:32:41.0168859Z Entering 'third_party/cpp-httplib' 2025-10-10T00:32:41.0207646Z Entering 'third_party/cpuinfo' 2025-10-10T00:32:41.0247108Z Entering 'third_party/cudnn_frontend' 2025-10-10T00:32:41.0286837Z Entering 'third_party/cutlass' 2025-10-10T00:32:41.0414460Z Entering 'third_party/fbgemm' 2025-10-10T00:32:41.0493985Z Entering 'third_party/fbgemm/external/asmjit' 2025-10-10T00:32:41.0546527Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-10-10T00:32:41.0692071Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-10-10T00:32:41.0733883Z Entering 'third_party/fbgemm/external/cutlass' 2025-10-10T00:32:41.0861375Z Entering 'third_party/fbgemm/external/googletest' 2025-10-10T00:32:41.0895457Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-10-10T00:32:41.0932076Z Entering 'third_party/fbgemm/external/json' 2025-10-10T00:32:41.0983895Z Entering 'third_party/flash-attention' 2025-10-10T00:32:41.1032600Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-10-10T00:32:41.1179629Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-10-10T00:32:41.1305975Z Entering 'third_party/flatbuffers' 2025-10-10T00:32:41.1394333Z Entering 'third_party/fmt' 2025-10-10T00:32:41.1434208Z Entering 'third_party/gemmlowp/gemmlowp' 2025-10-10T00:32:41.1473678Z Entering 'third_party/gloo' 2025-10-10T00:32:41.1504503Z Entering 'third_party/googletest' 2025-10-10T00:32:41.1535963Z Entering 'third_party/ideep' 2025-10-10T00:32:41.1561680Z Entering 'third_party/ideep/mkl-dnn' 2025-10-10T00:32:41.1663809Z Entering 'third_party/ittapi' 2025-10-10T00:32:41.1695588Z Entering 'third_party/kineto' 2025-10-10T00:32:41.1735264Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-10-10T00:32:41.1775569Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-10-10T00:32:41.1825268Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-10-10T00:32:41.1857047Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-10-10T00:32:41.1892254Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-10-10T00:32:41.1923235Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-10-10T00:32:41.1958206Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-10-10T00:32:41.1992083Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-10-10T00:32:41.2022602Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-10-10T00:32:41.2073154Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-10-10T00:32:41.2106418Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp' 2025-10-10T00:32:41.2134017Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/civetweb' 2025-10-10T00:32:41.2184084Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/googletest' 2025-10-10T00:32:41.2227082Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-10-10T00:32:41.2256672Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-10-10T00:32:41.2298035Z Entering 'third_party/kleidiai' 2025-10-10T00:32:41.2336227Z Entering 'third_party/mimalloc' 2025-10-10T00:32:41.2371427Z Entering 'third_party/nlohmann' 2025-10-10T00:32:41.2418886Z Entering 'third_party/onnx' 2025-10-10T00:32:41.2828013Z Entering 'third_party/onnx/third_party/pybind11' 2025-10-10T00:32:41.2868899Z Entering 'third_party/opentelemetry-cpp' 2025-10-10T00:32:41.2934598Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-10-10T00:32:41.2970647Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-10-10T00:32:41.2999631Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-10-10T00:32:41.3033237Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-10-10T00:32:41.3100150Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-10-10T00:32:41.3126794Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-10-10T00:32:41.3154617Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-10-10T00:32:41.3193481Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-10-10T00:32:41.3253843Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-10-10T00:32:41.3293422Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-10-10T00:32:41.3624678Z Entering 'third_party/pocketfft' 2025-10-10T00:32:41.3658549Z Entering 'third_party/protobuf' 2025-10-10T00:32:41.3742626Z Entering 'third_party/protobuf/third_party/benchmark' 2025-10-10T00:32:41.3774011Z Entering 'third_party/protobuf/third_party/googletest' 2025-10-10T00:32:41.3808292Z Entering 'third_party/psimd' 2025-10-10T00:32:41.3835311Z Entering 'third_party/pthreadpool' 2025-10-10T00:32:41.3872780Z Entering 'third_party/pybind11' 2025-10-10T00:32:41.3905966Z Entering 'third_party/python-peachpy' 2025-10-10T00:32:41.3935074Z Entering 'third_party/sleef' 2025-10-10T00:32:41.3972234Z Entering 'third_party/tensorpipe' 2025-10-10T00:32:41.4015457Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-10-10T00:32:41.4052164Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-10-10T00:32:41.4078984Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-10-10T00:32:41.4122333Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-10-10T00:32:41.4154687Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-10-10T00:32:41.4390775Z Prepare all required actions 2025-10-10T00:32:41.4391891Z Getting action download info 2025-10-10T00:32:41.6473277Z ##[group]Run ./.github/actions/setup-rocm 2025-10-10T00:32:41.6473815Z env: 2025-10-10T00:32:41.6474168Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:32:41.6474603Z ##[endgroup] 2025-10-10T00:32:41.6608523Z ##[group]Run dpkg -l | grep -E " rocm" 2025-10-10T00:32:41.6609182Z dpkg -l | grep -E " rocm" 2025-10-10T00:32:41.6657622Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:32:41.6658258Z env: 2025-10-10T00:32:41.6658630Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:32:41.6659051Z ##[endgroup] 2025-10-10T00:32:41.6862154Z ii rocm 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) software stack meta package 2025-10-10T00:32:41.6863591Z ii rocm-cmake 0.13.0.60201-112~22.04 amd64 rocm-cmake built using CMake 2025-10-10T00:32:41.6864544Z ii rocm-core 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-10-10T00:32:41.6865469Z ii rocm-dbgapi 0.76.0.60201-112~22.04 amd64 Library to provide AMD GPU debugger API 2025-10-10T00:32:41.6866494Z ii rocm-debug-agent 2.0.3.60201-112~22.04 amd64 Radeon Open Compute Debug Agent (ROCdebug-agent) 2025-10-10T00:32:41.6867872Z ii rocm-developer-tools 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-10-10T00:32:41.6868898Z ii rocm-device-libs 1.0.0.60201-112~22.04 amd64 Radeon Open Compute - device libraries 2025-10-10T00:32:41.6869735Z ii rocm-gdb 14.2.60201-112~22.04 amd64 ROCgdb 2025-10-10T00:32:41.6870637Z ii rocm-hip-libraries 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-10-10T00:32:41.6871925Z ii rocm-hip-runtime 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-10-10T00:32:41.6872945Z ii rocm-hip-runtime-dev 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-10-10T00:32:41.6873954Z ii rocm-hip-sdk 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-10-10T00:32:41.6874924Z ii rocm-language-runtime 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-10-10T00:32:41.6875780Z ii rocm-llvm 18.0.0.24355.60201-112~22.04 amd64 ROCm core compiler 2025-10-10T00:32:41.6876606Z ii rocm-ml-libraries 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-10-10T00:32:41.6877486Z ii rocm-ml-sdk 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-10-10T00:32:41.6878258Z ii rocm-opencl 2.0.0.60201-112~22.04 amd64 clr built using CMake 2025-10-10T00:32:41.6879010Z ii rocm-opencl-dev 2.0.0.60201-112~22.04 amd64 clr built using CMake 2025-10-10T00:32:41.6879876Z ii rocm-opencl-icd-loader 1.2.60201-112~22.04 amd64 OpenCL-ICD-Loader built using CMake 2025-10-10T00:32:41.6880825Z ii rocm-opencl-runtime 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-10-10T00:32:41.6882115Z ii rocm-opencl-sdk 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-10-10T00:32:41.6883077Z ii rocm-openmp-sdk 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) OpenMP Software development Kit. 2025-10-10T00:32:41.6883955Z ii rocm-smi-lib 7.3.0.60201-112~22.04 amd64 AMD System Management libraries 2025-10-10T00:32:41.6884769Z ii rocm-utils 6.2.1.60201-112~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-10-10T00:32:41.6885611Z ii rocminfo 1.0.0.60201-112~22.04 amd64 Radeon Open Compute (ROCm) Runtime rocminfo tool 2025-10-10T00:32:41.6911775Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2025-10-10T00:32:41.6912809Z # ignore expansion of "docker ps -q" since it could be empty 2025-10-10T00:32:41.6913339Z # shellcheck disable=SC2046 2025-10-10T00:32:41.6913772Z docker stop $(docker ps -q) || true 2025-10-10T00:32:41.6914216Z # Prune all stopped containers. 2025-10-10T00:32:41.6914626Z docker container prune -f 2025-10-10T00:32:41.6946861Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:32:41.6947343Z env: 2025-10-10T00:32:41.6947614Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:32:41.6947946Z ##[endgroup] 2025-10-10T00:32:52.6541340Z 1b499dc11e67 2025-10-10T00:33:22.7419370Z Deleted Containers: 2025-10-10T00:33:22.7419829Z 1b499dc11e675d8d98bb101485d04b24f55b778c5413af1f29b0302074a5c1fa 2025-10-10T00:33:22.7420124Z 2025-10-10T00:33:22.7420235Z Total reclaimed space: 13.77GB 2025-10-10T00:33:22.7485185Z ##[group]Run cat /etc/os-release || true 2025-10-10T00:33:22.7485581Z cat /etc/os-release || true 2025-10-10T00:33:22.7485942Z cat /etc/apt/sources.list.d/rocm.list || true 2025-10-10T00:33:22.7486268Z cat /opt/rocm/.info/version || true 2025-10-10T00:33:22.7486538Z whoami 2025-10-10T00:33:22.7528556Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:22.7528884Z env: 2025-10-10T00:33:22.7529073Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:22.7529301Z ##[endgroup] 2025-10-10T00:33:22.7610375Z PRETTY_NAME="Ubuntu 22.04.3 LTS" 2025-10-10T00:33:22.7610635Z NAME="Ubuntu" 2025-10-10T00:33:22.7610825Z VERSION_ID="22.04" 2025-10-10T00:33:22.7611059Z VERSION="22.04.3 LTS (Jammy Jellyfish)" 2025-10-10T00:33:22.7611320Z VERSION_CODENAME=jammy 2025-10-10T00:33:22.7611523Z ID=ubuntu 2025-10-10T00:33:22.7611690Z ID_LIKE=debian 2025-10-10T00:33:22.7611918Z HOME_URL="https://www.ubuntu.com/" 2025-10-10T00:33:22.7612209Z SUPPORT_URL="https://help.ubuntu.com/" 2025-10-10T00:33:22.7612533Z BUG_REPORT_URL="https://bugs.launchpad.net/ubuntu/" 2025-10-10T00:33:22.7613020Z PRIVACY_POLICY_URL="https://www.ubuntu.com/legal/terms-and-policies/privacy-policy" 2025-10-10T00:33:22.7613445Z UBUNTU_CODENAME=jammy 2025-10-10T00:33:22.7623945Z deb [arch=amd64] https://repo.radeon.com/rocm/apt/6.2.1 jammy main 2025-10-10T00:33:22.7641191Z 6.2.1-112 2025-10-10T00:33:22.7650663Z pytorchci 2025-10-10T00:33:22.7677097Z ##[group]Run dpkg -l | grep -E " amdgpu" 2025-10-10T00:33:22.7677438Z dpkg -l | grep -E " amdgpu" 2025-10-10T00:33:22.7717079Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:22.7717711Z env: 2025-10-10T00:33:22.7718077Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:22.7718546Z ##[endgroup] 2025-10-10T00:33:22.7915434Z ii amdgpu-core 1:6.2.60201-2038383.22.04 all Core meta package for unified amdgpu driver. 2025-10-10T00:33:22.7916450Z ii amdgpu-dkms 1:6.8.5.60201-2038383.22.04 all amdgpu driver in DKMS format. 2025-10-10T00:33:22.7917493Z ii amdgpu-dkms-firmware 1:6.8.5.60201-2038383.22.04 all firmware blobs used by amdgpu driver in DKMS format 2025-10-10T00:33:22.7919012Z ii amdgpu-install 6.2.60201-2038383.22.04 all AMDGPU driver repository and installer 2025-10-10T00:33:22.7956602Z ##[group]Run rocm-smi 2025-10-10T00:33:22.7957078Z rocm-smi 2025-10-10T00:33:22.7997132Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:22.7997760Z env: 2025-10-10T00:33:22.7998118Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:22.7998546Z ##[endgroup] 2025-10-10T00:33:22.8862705Z 2025-10-10T00:33:22.8862818Z 2025-10-10T00:33:22.8863127Z ========================================= ROCm System Management Interface ========================================= 2025-10-10T00:33:22.8869834Z =================================================== Concise Info =================================================== 2025-10-10T00:33:22.8871014Z Device Node IDs Temp Power Partitions SCLK MCLK Fan Perf PwrCap VRAM% GPU% 2025-10-10T00:33:22.8871852Z  (DID, GUID) (Edge) (Avg) (Mem, Compute, ID)  2025-10-10T00:33:22.8872200Z ==================================================================================================================== 2025-10-10T00:33:22.8872850Z 0 2 0x740f, 12261 50.0°C 40.0W N/A, N/A, 0 800Mhz 1600Mhz 0% auto 300.0W 0% 0% 2025-10-10T00:33:22.8873327Z 1 3 0x740f, 36740 47.0°C 41.0W N/A, N/A, 0 800Mhz 1600Mhz 0% auto 300.0W 0% 0% 2025-10-10T00:33:22.8873653Z ==================================================================================================================== 2025-10-10T00:33:22.8873967Z =============================================== End of ROCm SMI Log ================================================ 2025-10-10T00:33:22.9011274Z ##[group]Run rocminfo 2025-10-10T00:33:22.9011716Z rocminfo 2025-10-10T00:33:22.9054251Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:22.9055061Z env: 2025-10-10T00:33:22.9055488Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:22.9056015Z ##[endgroup] 2025-10-10T00:33:22.9848765Z ROCk module version 6.8.5 is loaded 2025-10-10T00:33:22.9849551Z ===================== 2025-10-10T00:33:22.9849994Z HSA System Attributes 2025-10-10T00:33:22.9850426Z ===================== 2025-10-10T00:33:22.9850828Z Runtime Version: 1.14 2025-10-10T00:33:22.9851290Z Runtime Ext Version: 1.6 2025-10-10T00:33:22.9851771Z System Timestamp Freq.: 1000.000000MHz 2025-10-10T00:33:22.9852568Z Sig. Max Wait Duration: 18446744073709551615 (0xFFFFFFFFFFFFFFFF) (timestamp count) 2025-10-10T00:33:22.9853455Z Machine Model: LARGE 2025-10-10T00:33:22.9854163Z System Endianness: LITTLE 2025-10-10T00:33:22.9854850Z Mwaitx: DISABLED 2025-10-10T00:33:22.9855321Z DMAbuf Support: YES 2025-10-10T00:33:22.9855599Z 2025-10-10T00:33:22.9855773Z ========== 2025-10-10T00:33:22.9856173Z HSA Agents 2025-10-10T00:33:22.9856622Z ========== 2025-10-10T00:33:22.9857033Z ******* 2025-10-10T00:33:22.9857402Z Agent 1 2025-10-10T00:33:22.9857763Z ******* 2025-10-10T00:33:22.9858271Z Name: AMD EPYC 7513 32-Core Processor 2025-10-10T00:33:22.9859004Z Uuid: CPU-XX 2025-10-10T00:33:22.9859676Z Marketing Name: AMD EPYC 7513 32-Core Processor 2025-10-10T00:33:22.9860468Z Vendor Name: CPU 2025-10-10T00:33:22.9861218Z Feature: None specified 2025-10-10T00:33:22.9861958Z Profile: FULL_PROFILE 2025-10-10T00:33:22.9862733Z Float Round Mode: NEAR 2025-10-10T00:33:22.9864116Z Max Queue Number: 0(0x0) 2025-10-10T00:33:22.9864909Z Queue Min Size: 0(0x0) 2025-10-10T00:33:22.9865548Z Queue Max Size: 0(0x0) 2025-10-10T00:33:22.9865925Z Queue Type: MULTI 2025-10-10T00:33:22.9866244Z Node: 0 2025-10-10T00:33:22.9866548Z Device Type: CPU 2025-10-10T00:33:22.9866830Z Cache Info: 2025-10-10T00:33:22.9867071Z L1: 32768(0x8000) KB 2025-10-10T00:33:22.9867367Z Chip ID: 0(0x0) 2025-10-10T00:33:22.9867685Z ASIC Revision: 0(0x0) 2025-10-10T00:33:22.9868022Z Cacheline Size: 64(0x40) 2025-10-10T00:33:22.9868517Z Max Clock Freq. (MHz): 2600 2025-10-10T00:33:22.9868837Z BDFID: 0 2025-10-10T00:33:22.9869148Z Internal Node ID: 0 2025-10-10T00:33:22.9869472Z Compute Unit: 32 2025-10-10T00:33:22.9869802Z SIMDs per CU: 0 2025-10-10T00:33:22.9870128Z Shader Engines: 0 2025-10-10T00:33:22.9870461Z Shader Arrs. per Eng.: 0 2025-10-10T00:33:22.9870809Z WatchPts on Addr. Ranges:1 2025-10-10T00:33:22.9871113Z Memory Properties: 2025-10-10T00:33:22.9871345Z Features: None 2025-10-10T00:33:22.9871573Z Pool Info: 2025-10-10T00:33:22.9871873Z Pool 1 2025-10-10T00:33:22.9872159Z Segment: GLOBAL; FLAGS: FINE GRAINED 2025-10-10T00:33:22.9872491Z Size: 65839400(0x3eca128) KB 2025-10-10T00:33:22.9872817Z Allocatable: TRUE 2025-10-10T00:33:22.9873167Z Alloc Granule: 4KB 2025-10-10T00:33:22.9873518Z Alloc Recommended Granule:4KB 2025-10-10T00:33:22.9873878Z Alloc Alignment: 4KB 2025-10-10T00:33:22.9874222Z Accessible by all: TRUE 2025-10-10T00:33:22.9874529Z Pool 2 2025-10-10T00:33:22.9874817Z Segment: GLOBAL; FLAGS: KERNARG, FINE GRAINED 2025-10-10T00:33:22.9875159Z Size: 65839400(0x3eca128) KB 2025-10-10T00:33:22.9875472Z Allocatable: TRUE 2025-10-10T00:33:22.9875813Z Alloc Granule: 4KB 2025-10-10T00:33:22.9876163Z Alloc Recommended Granule:4KB 2025-10-10T00:33:22.9876523Z Alloc Alignment: 4KB 2025-10-10T00:33:22.9876873Z Accessible by all: TRUE 2025-10-10T00:33:22.9877167Z Pool 3 2025-10-10T00:33:22.9877442Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-10-10T00:33:22.9877782Z Size: 65839400(0x3eca128) KB 2025-10-10T00:33:22.9878094Z Allocatable: TRUE 2025-10-10T00:33:22.9878431Z Alloc Granule: 4KB 2025-10-10T00:33:22.9878777Z Alloc Recommended Granule:4KB 2025-10-10T00:33:22.9879143Z Alloc Alignment: 4KB 2025-10-10T00:33:22.9879504Z Accessible by all: TRUE 2025-10-10T00:33:22.9879800Z ISA Info: 2025-10-10T00:33:22.9880181Z ******* 2025-10-10T00:33:22.9880396Z Agent 2 2025-10-10T00:33:22.9880594Z ******* 2025-10-10T00:33:22.9880845Z Name: AMD EPYC 7513 32-Core Processor 2025-10-10T00:33:22.9881149Z Uuid: CPU-XX 2025-10-10T00:33:22.9881473Z Marketing Name: AMD EPYC 7513 32-Core Processor 2025-10-10T00:33:22.9881817Z Vendor Name: CPU 2025-10-10T00:33:22.9882139Z Feature: None specified 2025-10-10T00:33:22.9882462Z Profile: FULL_PROFILE 2025-10-10T00:33:22.9882796Z Float Round Mode: NEAR 2025-10-10T00:33:22.9883126Z Max Queue Number: 0(0x0) 2025-10-10T00:33:22.9883612Z Queue Min Size: 0(0x0) 2025-10-10T00:33:22.9883933Z Queue Max Size: 0(0x0) 2025-10-10T00:33:22.9884254Z Queue Type: MULTI 2025-10-10T00:33:22.9884553Z Node: 1 2025-10-10T00:33:22.9884852Z Device Type: CPU 2025-10-10T00:33:22.9885152Z Cache Info: 2025-10-10T00:33:22.9885396Z L1: 32768(0x8000) KB 2025-10-10T00:33:22.9885689Z Chip ID: 0(0x0) 2025-10-10T00:33:22.9886009Z ASIC Revision: 0(0x0) 2025-10-10T00:33:22.9886336Z Cacheline Size: 64(0x40) 2025-10-10T00:33:22.9886675Z Max Clock Freq. (MHz): 2600 2025-10-10T00:33:22.9886995Z BDFID: 0 2025-10-10T00:33:22.9887303Z Internal Node ID: 1 2025-10-10T00:33:22.9887637Z Compute Unit: 32 2025-10-10T00:33:22.9887965Z SIMDs per CU: 0 2025-10-10T00:33:22.9888283Z Shader Engines: 0 2025-10-10T00:33:22.9888622Z Shader Arrs. per Eng.: 0 2025-10-10T00:33:22.9888974Z WatchPts on Addr. Ranges:1 2025-10-10T00:33:22.9889268Z Memory Properties: 2025-10-10T00:33:22.9889492Z Features: None 2025-10-10T00:33:22.9889746Z Pool Info: 2025-10-10T00:33:22.9889992Z Pool 1 2025-10-10T00:33:22.9890528Z Segment: GLOBAL; FLAGS: FINE GRAINED 2025-10-10T00:33:22.9891276Z Size: 65997764(0x3ef0bc4) KB 2025-10-10T00:33:22.9892027Z Allocatable: TRUE 2025-10-10T00:33:22.9892763Z Alloc Granule: 4KB 2025-10-10T00:33:22.9893446Z Alloc Recommended Granule:4KB 2025-10-10T00:33:22.9894136Z Alloc Alignment: 4KB 2025-10-10T00:33:22.9894799Z Accessible by all: TRUE 2025-10-10T00:33:22.9895364Z Pool 2 2025-10-10T00:33:22.9895880Z Segment: GLOBAL; FLAGS: KERNARG, FINE GRAINED 2025-10-10T00:33:22.9896489Z Size: 65997764(0x3ef0bc4) KB 2025-10-10T00:33:22.9897105Z Allocatable: TRUE 2025-10-10T00:33:22.9897752Z Alloc Granule: 4KB 2025-10-10T00:33:22.9898418Z Alloc Recommended Granule:4KB 2025-10-10T00:33:22.9899114Z Alloc Alignment: 4KB 2025-10-10T00:33:22.9900024Z Accessible by all: TRUE 2025-10-10T00:33:22.9900598Z Pool 3 2025-10-10T00:33:22.9901107Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-10-10T00:33:22.9901709Z Size: 65997764(0x3ef0bc4) KB 2025-10-10T00:33:22.9902328Z Allocatable: TRUE 2025-10-10T00:33:22.9902973Z Alloc Granule: 4KB 2025-10-10T00:33:22.9903642Z Alloc Recommended Granule:4KB 2025-10-10T00:33:22.9904326Z Alloc Alignment: 4KB 2025-10-10T00:33:22.9904982Z Accessible by all: TRUE 2025-10-10T00:33:22.9905559Z ISA Info: 2025-10-10T00:33:22.9906259Z ******* 2025-10-10T00:33:22.9906667Z Agent 3 2025-10-10T00:33:22.9907033Z ******* 2025-10-10T00:33:22.9907491Z Name: gfx90a 2025-10-10T00:33:22.9908098Z Uuid: GPU-271a6ab6e2bab443 2025-10-10T00:33:22.9908744Z Marketing Name: AMD Instinct MI210 2025-10-10T00:33:22.9909408Z Vendor Name: AMD 2025-10-10T00:33:22.9910046Z Feature: KERNEL_DISPATCH 2025-10-10T00:33:22.9910676Z Profile: BASE_PROFILE 2025-10-10T00:33:22.9911330Z Float Round Mode: NEAR 2025-10-10T00:33:22.9912092Z Max Queue Number: 128(0x80) 2025-10-10T00:33:22.9912727Z Queue Min Size: 64(0x40) 2025-10-10T00:33:22.9913362Z Queue Max Size: 131072(0x20000) 2025-10-10T00:33:22.9914091Z Queue Type: MULTI 2025-10-10T00:33:22.9914685Z Node: 2 2025-10-10T00:33:22.9915269Z Device Type: GPU 2025-10-10T00:33:22.9915828Z Cache Info: 2025-10-10T00:33:22.9916265Z L1: 16(0x10) KB 2025-10-10T00:33:22.9916813Z L2: 8192(0x2000) KB 2025-10-10T00:33:22.9917374Z Chip ID: 29711(0x740f) 2025-10-10T00:33:22.9917984Z ASIC Revision: 1(0x1) 2025-10-10T00:33:22.9918660Z Cacheline Size: 64(0x40) 2025-10-10T00:33:22.9919371Z Max Clock Freq. (MHz): 1700 2025-10-10T00:33:22.9920118Z BDFID: 768 2025-10-10T00:33:22.9920854Z Internal Node ID: 2 2025-10-10T00:33:22.9921625Z Compute Unit: 104 2025-10-10T00:33:22.9922371Z SIMDs per CU: 4 2025-10-10T00:33:22.9923110Z Shader Engines: 8 2025-10-10T00:33:22.9923869Z Shader Arrs. per Eng.: 1 2025-10-10T00:33:22.9924679Z WatchPts on Addr. Ranges:4 2025-10-10T00:33:22.9925228Z Coherent Host Access: FALSE 2025-10-10T00:33:22.9925594Z Memory Properties: 2025-10-10T00:33:22.9925852Z Features: KERNEL_DISPATCH 2025-10-10T00:33:22.9926162Z Fast F16 Operation: TRUE 2025-10-10T00:33:22.9926512Z Wavefront Size: 64(0x40) 2025-10-10T00:33:22.9926862Z Workgroup Max Size: 1024(0x400) 2025-10-10T00:33:22.9927178Z Workgroup Max Size per Dimension: 2025-10-10T00:33:22.9927457Z x 1024(0x400) 2025-10-10T00:33:22.9927922Z y 1024(0x400) 2025-10-10T00:33:22.9928196Z z 1024(0x400) 2025-10-10T00:33:22.9928503Z Max Waves Per CU: 32(0x20) 2025-10-10T00:33:22.9928852Z Max Work-item Per CU: 2048(0x800) 2025-10-10T00:33:22.9929189Z Grid Max Size: 4294967295(0xffffffff) 2025-10-10T00:33:22.9929499Z Grid Max Size per Dimension: 2025-10-10T00:33:22.9929738Z x 4294967295(0xffffffff) 2025-10-10T00:33:22.9930043Z y 4294967295(0xffffffff) 2025-10-10T00:33:22.9930327Z z 4294967295(0xffffffff) 2025-10-10T00:33:22.9930668Z Max fbarriers/Workgrp: 32 2025-10-10T00:33:22.9938961Z Packet Processor uCode:: 83 2025-10-10T00:33:22.9939811Z SDMA engine uCode:: 8 2025-10-10T00:33:22.9940525Z IOMMU Support:: None 2025-10-10T00:33:22.9941133Z Pool Info: 2025-10-10T00:33:22.9941567Z Pool 1 2025-10-10T00:33:22.9942124Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-10-10T00:33:22.9942790Z Size: 67092480(0x3ffc000) KB 2025-10-10T00:33:22.9943427Z Allocatable: TRUE 2025-10-10T00:33:22.9944082Z Alloc Granule: 4KB 2025-10-10T00:33:22.9944785Z Alloc Recommended Granule:2048KB 2025-10-10T00:33:22.9945473Z Alloc Alignment: 4KB 2025-10-10T00:33:22.9946164Z Accessible by all: FALSE 2025-10-10T00:33:22.9946748Z Pool 2 2025-10-10T00:33:22.9947278Z Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED 2025-10-10T00:33:22.9947940Z Size: 67092480(0x3ffc000) KB 2025-10-10T00:33:22.9948595Z Allocatable: TRUE 2025-10-10T00:33:22.9949260Z Alloc Granule: 4KB 2025-10-10T00:33:22.9949953Z Alloc Recommended Granule:2048KB 2025-10-10T00:33:22.9950658Z Alloc Alignment: 4KB 2025-10-10T00:33:22.9951340Z Accessible by all: FALSE 2025-10-10T00:33:22.9952068Z Pool 3 2025-10-10T00:33:22.9952560Z Segment: GROUP 2025-10-10T00:33:22.9953143Z Size: 64(0x40) KB 2025-10-10T00:33:22.9953753Z Allocatable: FALSE 2025-10-10T00:33:22.9954406Z Alloc Granule: 0KB 2025-10-10T00:33:22.9955082Z Alloc Recommended Granule:0KB 2025-10-10T00:33:22.9955764Z Alloc Alignment: 0KB 2025-10-10T00:33:22.9956437Z Accessible by all: FALSE 2025-10-10T00:33:22.9957014Z ISA Info: 2025-10-10T00:33:22.9957423Z ISA 1 2025-10-10T00:33:22.9957968Z Name: amdgcn-amd-amdhsa--gfx90a:sramecc+:xnack- 2025-10-10T00:33:22.9958670Z Machine Models: HSA_MACHINE_MODEL_LARGE 2025-10-10T00:33:22.9959347Z Profiles: HSA_PROFILE_BASE 2025-10-10T00:33:22.9960123Z Default Rounding Mode: NEAR 2025-10-10T00:33:22.9960949Z Default Rounding Mode: NEAR 2025-10-10T00:33:22.9962179Z Fast f16: TRUE 2025-10-10T00:33:22.9962959Z Workgroup Max Size: 1024(0x400) 2025-10-10T00:33:22.9963690Z Workgroup Max Size per Dimension: 2025-10-10T00:33:22.9964337Z x 1024(0x400) 2025-10-10T00:33:22.9964936Z y 1024(0x400) 2025-10-10T00:33:22.9965263Z z 1024(0x400) 2025-10-10T00:33:22.9965622Z Grid Max Size: 4294967295(0xffffffff) 2025-10-10T00:33:22.9965918Z Grid Max Size per Dimension: 2025-10-10T00:33:22.9966179Z x 4294967295(0xffffffff) 2025-10-10T00:33:22.9966475Z y 4294967295(0xffffffff) 2025-10-10T00:33:22.9966900Z z 4294967295(0xffffffff) 2025-10-10T00:33:22.9967230Z FBarrier Max Size: 32 2025-10-10T00:33:22.9967530Z ******* 2025-10-10T00:33:22.9967734Z Agent 4 2025-10-10T00:33:22.9967934Z ******* 2025-10-10T00:33:22.9968162Z Name: gfx90a 2025-10-10T00:33:22.9968476Z Uuid: GPU-918e4ec014ca3bc4 2025-10-10T00:33:22.9968811Z Marketing Name: AMD Instinct MI210 2025-10-10T00:33:22.9969146Z Vendor Name: AMD 2025-10-10T00:33:22.9969483Z Feature: KERNEL_DISPATCH 2025-10-10T00:33:22.9969810Z Profile: BASE_PROFILE 2025-10-10T00:33:22.9970139Z Float Round Mode: NEAR 2025-10-10T00:33:22.9970517Z Max Queue Number: 128(0x80) 2025-10-10T00:33:22.9970914Z Queue Min Size: 64(0x40) 2025-10-10T00:33:22.9971558Z Queue Max Size: 131072(0x20000) 2025-10-10T00:33:22.9972305Z Queue Type: MULTI 2025-10-10T00:33:22.9972994Z Node: 3 2025-10-10T00:33:22.9973680Z Device Type: GPU 2025-10-10T00:33:22.9974239Z Cache Info: 2025-10-10T00:33:22.9974698Z L1: 16(0x10) KB 2025-10-10T00:33:22.9975253Z L2: 8192(0x2000) KB 2025-10-10T00:33:22.9975802Z Chip ID: 29711(0x740f) 2025-10-10T00:33:22.9976420Z ASIC Revision: 1(0x1) 2025-10-10T00:33:22.9977070Z Cacheline Size: 64(0x40) 2025-10-10T00:33:22.9977727Z Max Clock Freq. (MHz): 1700 2025-10-10T00:33:22.9978343Z BDFID: 33536 2025-10-10T00:33:22.9978948Z Internal Node ID: 3 2025-10-10T00:33:22.9979574Z Compute Unit: 104 2025-10-10T00:33:22.9980198Z SIMDs per CU: 4 2025-10-10T00:33:22.9980817Z Shader Engines: 8 2025-10-10T00:33:22.9981481Z Shader Arrs. per Eng.: 1 2025-10-10T00:33:22.9982154Z WatchPts on Addr. Ranges:4 2025-10-10T00:33:22.9982828Z Coherent Host Access: FALSE 2025-10-10T00:33:22.9983431Z Memory Properties: 2025-10-10T00:33:22.9983898Z Features: KERNEL_DISPATCH 2025-10-10T00:33:22.9984496Z Fast F16 Operation: TRUE 2025-10-10T00:33:22.9985168Z Wavefront Size: 64(0x40) 2025-10-10T00:33:22.9986100Z Workgroup Max Size: 1024(0x400) 2025-10-10T00:33:22.9986720Z Workgroup Max Size per Dimension: 2025-10-10T00:33:22.9987235Z x 1024(0x400) 2025-10-10T00:33:22.9987756Z y 1024(0x400) 2025-10-10T00:33:22.9988280Z z 1024(0x400) 2025-10-10T00:33:22.9988863Z Max Waves Per CU: 32(0x20) 2025-10-10T00:33:22.9989510Z Max Work-item Per CU: 2048(0x800) 2025-10-10T00:33:22.9990165Z Grid Max Size: 4294967295(0xffffffff) 2025-10-10T00:33:22.9990743Z Grid Max Size per Dimension: 2025-10-10T00:33:22.9991207Z x 4294967295(0xffffffff) 2025-10-10T00:33:22.9992087Z y 4294967295(0xffffffff) 2025-10-10T00:33:22.9992607Z z 4294967295(0xffffffff) 2025-10-10T00:33:22.9993256Z Max fbarriers/Workgrp: 32 2025-10-10T00:33:22.9993971Z Packet Processor uCode:: 83 2025-10-10T00:33:22.9994645Z SDMA engine uCode:: 8 2025-10-10T00:33:22.9995301Z IOMMU Support:: None 2025-10-10T00:33:22.9995875Z Pool Info: 2025-10-10T00:33:22.9996282Z Pool 1 2025-10-10T00:33:22.9996821Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-10-10T00:33:22.9997465Z Size: 67092480(0x3ffc000) KB 2025-10-10T00:33:22.9998112Z Allocatable: TRUE 2025-10-10T00:33:22.9998785Z Alloc Granule: 4KB 2025-10-10T00:33:22.9999488Z Alloc Recommended Granule:2048KB 2025-10-10T00:33:23.0000329Z Alloc Alignment: 4KB 2025-10-10T00:33:23.0001144Z Accessible by all: FALSE 2025-10-10T00:33:23.0001819Z Pool 2 2025-10-10T00:33:23.0002437Z Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED 2025-10-10T00:33:23.0003183Z Size: 67092480(0x3ffc000) KB 2025-10-10T00:33:23.0003909Z Allocatable: TRUE 2025-10-10T00:33:23.0004680Z Alloc Granule: 4KB 2025-10-10T00:33:23.0005671Z Alloc Recommended Granule:2048KB 2025-10-10T00:33:23.0006136Z Alloc Alignment: 4KB 2025-10-10T00:33:23.0006539Z Accessible by all: FALSE 2025-10-10T00:33:23.0006843Z Pool 3 2025-10-10T00:33:23.0007103Z Segment: GROUP 2025-10-10T00:33:23.0007436Z Size: 64(0x40) KB 2025-10-10T00:33:23.0007751Z Allocatable: FALSE 2025-10-10T00:33:23.0008097Z Alloc Granule: 0KB 2025-10-10T00:33:23.0008444Z Alloc Recommended Granule:0KB 2025-10-10T00:33:23.0008804Z Alloc Alignment: 0KB 2025-10-10T00:33:23.0009155Z Accessible by all: FALSE 2025-10-10T00:33:23.0009451Z ISA Info: 2025-10-10T00:33:23.0009668Z ISA 1 2025-10-10T00:33:23.0009949Z Name: amdgcn-amd-amdhsa--gfx90a:sramecc+:xnack- 2025-10-10T00:33:23.0010314Z Machine Models: HSA_MACHINE_MODEL_LARGE 2025-10-10T00:33:23.0010683Z Profiles: HSA_PROFILE_BASE 2025-10-10T00:33:23.0011197Z Default Rounding Mode: NEAR 2025-10-10T00:33:23.0011597Z Default Rounding Mode: NEAR 2025-10-10T00:33:23.0012044Z Fast f16: TRUE 2025-10-10T00:33:23.0012793Z Workgroup Max Size: 1024(0x400) 2025-10-10T00:33:23.0013530Z Workgroup Max Size per Dimension: 2025-10-10T00:33:23.0014169Z x 1024(0x400) 2025-10-10T00:33:23.0014783Z y 1024(0x400) 2025-10-10T00:33:23.0015308Z z 1024(0x400) 2025-10-10T00:33:23.0015901Z Grid Max Size: 4294967295(0xffffffff) 2025-10-10T00:33:23.0016487Z Grid Max Size per Dimension: 2025-10-10T00:33:23.0017318Z x 4294967295(0xffffffff) 2025-10-10T00:33:23.0017861Z y 4294967295(0xffffffff) 2025-10-10T00:33:23.0018407Z z 4294967295(0xffffffff) 2025-10-10T00:33:23.0019018Z FBarrier Max Size: 32 2025-10-10T00:33:23.0019579Z *** Done *** 2025-10-10T00:33:23.0074797Z ##[group]Run ngpu=$(rocminfo | grep -c -E 'Name:.*\sgfx') 2025-10-10T00:33:23.0076254Z ngpu=$(rocminfo | grep -c -E 'Name:.*\sgfx') 2025-10-10T00:33:23.0077880Z msg="Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified" 2025-10-10T00:33:23.0079106Z if [[ $ngpu -eq 0 ]]; then 2025-10-10T00:33:23.0079797Z  echo "Error: Failed to detect any GPUs on the runner" 2025-10-10T00:33:23.0080534Z  echo "$msg" 2025-10-10T00:33:23.0081029Z  exit 1 2025-10-10T00:33:23.0081464Z fi 2025-10-10T00:33:23.0123093Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:23.0123839Z env: 2025-10-10T00:33:23.0124269Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:23.0124750Z ##[endgroup] 2025-10-10T00:33:23.1202853Z ##[group]Run pytorch/pytorch/.github/actions/diskspace-cleanup@main 2025-10-10T00:33:23.1203390Z with: 2025-10-10T00:33:23.1203636Z diskspace-cutoff: 70 2025-10-10T00:33:23.1203854Z env: 2025-10-10T00:33:23.1204056Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:23.1204285Z ##[endgroup] 2025-10-10T00:33:23.1266149Z ##[group]Run set -ex 2025-10-10T00:33:23.1266433Z set -ex 2025-10-10T00:33:23.1266663Z diskspace_cutoff=70 2025-10-10T00:33:23.1266996Z docker_root_dir=$(docker info -f '{{.DockerRootDir}}') 2025-10-10T00:33:23.1267356Z if [ ! -d "$docker_root_dir" ]; then 2025-10-10T00:33:23.1267831Z  echo "Docker root directory ($docker_root_dir) does not exist. Skipping disk space check." 2025-10-10T00:33:23.1268298Z  exit 0 2025-10-10T00:33:23.1268516Z fi 2025-10-10T00:33:23.1268900Z diskspace=$(df -H --output=pcent ${docker_root_dir} | sed -n 2p | sed 's/%//' | sed 's/ //') 2025-10-10T00:33:23.1270033Z msg="Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified" 2025-10-10T00:33:23.1271547Z if [[ "$diskspace" -ge "$diskspace_cutoff" ]] ; then 2025-10-10T00:33:23.1272490Z  docker system prune -af 2025-10-10T00:33:23.1273336Z  diskspace_new=$(df -H --output=pcent ${docker_root_dir} | sed -n 2p | sed 's/%//' | sed 's/ //') 2025-10-10T00:33:23.1274302Z  if [[ "$diskspace_new" -gt "$diskspace_cutoff" ]] ; then 2025-10-10T00:33:23.1275309Z  echo "Error: Available diskspace is less than $diskspace_cutoff percent. Not enough diskspace." 2025-10-10T00:33:23.1276214Z  echo "$msg" 2025-10-10T00:33:23.1276641Z  exit 1 2025-10-10T00:33:23.1277556Z  else 2025-10-10T00:33:23.1278124Z  difference=$((diskspace - diskspace_new)) 2025-10-10T00:33:23.1278944Z  echo "Diskspace saved: $difference percent" 2025-10-10T00:33:23.1279619Z  fi 2025-10-10T00:33:23.1280029Z fi 2025-10-10T00:33:23.1321152Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:23.1321790Z env: 2025-10-10T00:33:23.1322161Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:23.1322602Z ##[endgroup] 2025-10-10T00:33:23.1394033Z + diskspace_cutoff=70 2025-10-10T00:33:23.1401860Z ++ docker info -f '{{.DockerRootDir}}' 2025-10-10T00:33:23.1911032Z + docker_root_dir=/home/pytorchci/.local/share/docker 2025-10-10T00:33:23.1911698Z + '[' '!' -d /home/pytorchci/.local/share/docker ']' 2025-10-10T00:33:23.1921269Z ++ df -H --output=pcent /home/pytorchci/.local/share/docker 2025-10-10T00:33:23.1922523Z ++ sed -n 2p 2025-10-10T00:33:23.1924797Z ++ sed s/%// 2025-10-10T00:33:23.1925594Z ++ sed 's/ //' 2025-10-10T00:33:23.1950572Z + diskspace=48 2025-10-10T00:33:23.1951498Z + msg='Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified' 2025-10-10T00:33:23.1952552Z + [[ 48 -ge 70 ]] 2025-10-10T00:33:23.1989417Z ##[group]Run RUNNER_ARTIFACT_DIR="${RUNNER_TEMP}/artifacts" 2025-10-10T00:33:23.1990060Z RUNNER_ARTIFACT_DIR="${RUNNER_TEMP}/artifacts" 2025-10-10T00:33:23.1990578Z rm -rf "${RUNNER_ARTIFACT_DIR}" 2025-10-10T00:33:23.1991024Z mkdir -p "${RUNNER_ARTIFACT_DIR}" 2025-10-10T00:33:23.1991620Z echo "RUNNER_ARTIFACT_DIR=${RUNNER_ARTIFACT_DIR}" >> "${GITHUB_ENV}" 2025-10-10T00:33:23.1992313Z  2025-10-10T00:33:23.1992709Z RUNNER_TEST_RESULTS_DIR="${RUNNER_TEMP}/test-results" 2025-10-10T00:33:23.1993263Z rm -rf "${RUNNER_TEST_RESULTS_DIR}" 2025-10-10T00:33:23.1993749Z mkdir -p "${RUNNER_TEST_RESULTS_DIR}" 2025-10-10T00:33:23.1994389Z echo "RUNNER_TEST_RESULTS_DIR=${RUNNER_TEST_RESULTS_DIR}" >> "${GITHUB_ENV}" 2025-10-10T00:33:23.1995021Z  2025-10-10T00:33:23.1995337Z RUNNER_DOCS_DIR="${RUNNER_TEMP}/docs" 2025-10-10T00:33:23.1995784Z rm -rf "${RUNNER_DOCS_DIR}" 2025-10-10T00:33:23.1996192Z mkdir -p "${RUNNER_DOCS_DIR}" 2025-10-10T00:33:23.1996697Z echo "RUNNER_DOCS_DIR=${RUNNER_DOCS_DIR}" >> "${GITHUB_ENV}" 2025-10-10T00:33:23.2028675Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:23.2029154Z env: 2025-10-10T00:33:23.2029433Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:23.2029760Z ##[endgroup] 2025-10-10T00:33:23.2183556Z ##[group]Run env | grep '^GITHUB' >> "${RUNNER_TEMP}/github_env_${GITHUB_RUN_ID}" 2025-10-10T00:33:23.2184303Z env | grep '^GITHUB' >> "${RUNNER_TEMP}/github_env_${GITHUB_RUN_ID}" 2025-10-10T00:33:23.2184995Z env | grep '^CI' >> "${RUNNER_TEMP}/github_env_${GITHUB_RUN_ID}" 2025-10-10T00:33:23.2215923Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:23.2216272Z env: 2025-10-10T00:33:23.2216508Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:23.2217000Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:23.2217955Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:23.2218841Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:23.2219438Z ##[endgroup] 2025-10-10T00:33:23.2337657Z ##[group]Run # All GPUs are visible to the runner; visibility, if needed, will be set by run_test.py. 2025-10-10T00:33:23.2338198Z # All GPUs are visible to the runner; visibility, if needed, will be set by run_test.py. 2025-10-10T00:33:23.2338582Z # Add render group for container creation. 2025-10-10T00:33:23.2338894Z render_gid=`cat /etc/group | grep render | cut -d: -f3` 2025-10-10T00:33:23.2339292Z # Ensure GPU isolation if pod is part of kubernetes setup with DEVICE_FLAG. 2025-10-10T00:33:23.2339887Z if [ -f "/etc/podinfo/gha-render-devices" ]; then 2025-10-10T00:33:23.2340205Z  DEVICE_FLAG=$(cat /etc/podinfo/gha-render-devices) 2025-10-10T00:33:23.2340456Z else 2025-10-10T00:33:23.2340639Z  DEVICE_FLAG="--device /dev/dri" 2025-10-10T00:33:23.2340847Z fi 2025-10-10T00:33:23.2341180Z # The --group-add daemon and --group-add bin are needed in the Ubuntu 24.04 and Almalinux OSs respectively. 2025-10-10T00:33:23.2341703Z # This is due to the device files (/dev/kfd & /dev/dri) being owned by video group on bare metal. 2025-10-10T00:33:23.2342182Z # This video group ID maps to subgid 1 inside the docker image due to the /etc/subgid entries. 2025-10-10T00:33:23.2342687Z # The group name corresponding to group ID 1 can change depending on the OS, so both are necessary. 2025-10-10T00:33:23.2343745Z echo "GPU_FLAG=--device=/dev/mem --device=/dev/kfd $DEVICE_FLAG --group-add video --group-add $render_gid --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host" >> "${GITHUB_ENV}" 2025-10-10T00:33:23.2362961Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:23.2363239Z env: 2025-10-10T00:33:23.2363402Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:23.2363704Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:23.2364122Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:23.2364525Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:23.2364809Z ##[endgroup] 2025-10-10T00:33:23.2482715Z ##[group]Run aws-actions/configure-aws-credentials@ececac1a45f3b08a01d2dd070d28d111c5fe6722 2025-10-10T00:33:23.2483130Z with: 2025-10-10T00:33:23.2483426Z role-to-assume: arn:aws:iam::308535385114:role/gha_workflow_s3_and_ecr_read_only 2025-10-10T00:33:23.2483753Z aws-region: us-east-1 2025-10-10T00:33:23.2483945Z role-duration-seconds: 18000 2025-10-10T00:33:23.2484179Z audience: sts.amazonaws.com 2025-10-10T00:33:23.2484385Z env: 2025-10-10T00:33:23.2484542Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:23.2484854Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:23.2485301Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:23.2485717Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:23.2486465Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:33:23.2487204Z ##[endgroup] 2025-10-10T00:33:23.6340087Z Assuming role with OIDC 2025-10-10T00:33:23.9873296Z Authenticated as assumedRoleId AROAUPVRELQNLLCOPFEJR:GitHubActions 2025-10-10T00:33:24.0974750Z ##[group]Run aws-actions/amazon-ecr-login@062b18b96a7aff071d4dc91bc00c4c1a7945b076 2025-10-10T00:33:24.0975619Z with: 2025-10-10T00:33:24.0976020Z mask-password: true 2025-10-10T00:33:24.0976486Z registry-type: private 2025-10-10T00:33:24.0976946Z skip-logout: false 2025-10-10T00:33:24.0977343Z env: 2025-10-10T00:33:24.0977700Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:24.0978411Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:24.0979441Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:24.0980394Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:24.0982067Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:33:24.0983610Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:33:24.0984136Z AWS_REGION: us-east-1 2025-10-10T00:33:24.0985180Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:33:24.0985851Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:33:24.0995864Z AWS_SESSION_TOKEN: *** 2025-10-10T00:33:24.0996319Z ##[endgroup] 2025-10-10T00:33:24.5938192Z Logging into registry 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-10-10T00:33:25.2667815Z ##[group]Run pytorch/test-infra/.github/actions/calculate-docker-image@main 2025-10-10T00:33:25.2668702Z with: 2025-10-10T00:33:25.2669943Z docker-image-name: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:33:25.2671349Z use-custom-docker-registry: true 2025-10-10T00:33:25.2672015Z docker-build-dir: .ci/docker 2025-10-10T00:33:25.2672545Z docker-build-script: ./build.sh 2025-10-10T00:33:25.2673060Z working-directory: . 2025-10-10T00:33:25.2673660Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-10-10T00:33:25.2674790Z force-push: false 2025-10-10T00:33:25.2675218Z env: 2025-10-10T00:33:25.2675584Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:25.2676296Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:25.2677337Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:25.2678351Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:25.2680333Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:33:25.2682138Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:33:25.2682717Z AWS_REGION: us-east-1 2025-10-10T00:33:25.2683480Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:33:25.2684274Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:33:25.2689831Z AWS_SESSION_TOKEN: *** 2025-10-10T00:33:25.2690077Z ##[endgroup] 2025-10-10T00:33:25.2727368Z ##[group]Run set -ex 2025-10-10T00:33:25.2727636Z set -ex 2025-10-10T00:33:25.2727845Z  2025-10-10T00:33:25.2728204Z # If the docker build directory or the build script doesn't exist, the action will 2025-10-10T00:33:25.2728786Z # gracefully return the docker image name as it is. Pulling docker image in Linux 2025-10-10T00:33:25.2729280Z # job could then download the pre-built image as usual 2025-10-10T00:33:25.2729874Z if [[ -d "${DOCKER_BUILD_DIR}" ]] && [[ -f "${DOCKER_BUILD_DIR}/${DOCKER_BUILD_SCRIPT}" ]] && [[ "${USE_CUSTOM_DOCKER_REGISTRY}" == "true" ]]; then 2025-10-10T00:33:25.2730439Z  echo "skip=false" >> "${GITHUB_OUTPUT}" 2025-10-10T00:33:25.2730776Z else 2025-10-10T00:33:25.2731174Z  echo "skip=true" >> "${GITHUB_OUTPUT}" 2025-10-10T00:33:25.2732082Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2025-10-10T00:33:25.2732908Z  2025-10-10T00:33:25.2733954Z  echo "Not using custom ECR registry. Either it was not requested or there is no Docker build script in the ${REPO_NAME} repo..." 2025-10-10T00:33:25.2735010Z  exit 0 2025-10-10T00:33:25.2735378Z fi 2025-10-10T00:33:25.2735734Z  2025-10-10T00:33:25.2736321Z if [[ "${DOCKER_IMAGE_NAME}" == *"${DOCKER_REGISTRY}/${REPO_NAME}"* ]]; then 2025-10-10T00:33:25.2737342Z  # The docker image name already includes the ECR prefix and tag, so we can just 2025-10-10T00:33:25.2738241Z  # use it as it is, but first let's extract the tag 2025-10-10T00:33:25.2739060Z  DOCKER_TAG=$(echo "${DOCKER_IMAGE_NAME}" | awk -F '[:,]' '{print $2}') 2025-10-10T00:33:25.2739922Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-10-10T00:33:25.2740744Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2025-10-10T00:33:25.2741409Z else 2025-10-10T00:33:25.2741874Z  if [[ "${DOCKER_IMAGE_NAME}" == *:* ]]; then 2025-10-10T00:33:25.2742518Z  CUSTOM_TAG_PREFIX=${DOCKER_IMAGE_NAME#*:} 2025-10-10T00:33:25.2743179Z  DOCKER_IMAGE_NAME=${DOCKER_IMAGE_NAME%%:*} 2025-10-10T00:33:25.2743725Z  fi 2025-10-10T00:33:25.2744917Z  DOCKER_TAG=${CUSTOM_TAG_PREFIX:+${CUSTOM_TAG_PREFIX}-}$(git rev-parse HEAD:"${DOCKER_BUILD_DIR}") 2025-10-10T00:33:25.2745983Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-10-10T00:33:25.2747081Z  echo "docker-image=${DOCKER_REGISTRY}/${REPO_NAME}/${DOCKER_IMAGE_NAME}:${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-10-10T00:33:25.2748281Z  echo "custom-tag-prefix=${CUSTOM_TAG_PREFIX}" >> "${GITHUB_OUTPUT}" 2025-10-10T00:33:25.2749029Z fi 2025-10-10T00:33:25.2790661Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:25.2791345Z env: 2025-10-10T00:33:25.2791880Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:25.2793025Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:25.2794102Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:25.2795096Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:25.2796808Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:33:25.2798333Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:33:25.2798911Z AWS_REGION: us-east-1 2025-10-10T00:33:25.2799593Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:33:25.2800382Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:33:25.2808362Z AWS_SESSION_TOKEN: *** 2025-10-10T00:33:25.2808608Z REPO_NAME: pytorch 2025-10-10T00:33:25.2809249Z DOCKER_IMAGE_NAME: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:33:25.2809950Z DOCKER_BUILD_DIR: .ci/docker 2025-10-10T00:33:25.2810216Z DOCKER_BUILD_SCRIPT: ./build.sh 2025-10-10T00:33:25.2810561Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-10-10T00:33:25.2810998Z USE_CUSTOM_DOCKER_REGISTRY: true 2025-10-10T00:33:25.2811461Z CUSTOM_TAG_PREFIX: 2025-10-10T00:33:25.2811831Z ##[endgroup] 2025-10-10T00:33:25.2874194Z + [[ -d .ci/docker ]] 2025-10-10T00:33:25.2874776Z + [[ -f .ci/docker/./build.sh ]] 2025-10-10T00:33:25.2875313Z + [[ true == \t\r\u\e ]] 2025-10-10T00:33:25.2875772Z + echo skip=false 2025-10-10T00:33:25.2877478Z + [[ 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac == *\3\0\8\5\3\5\3\8\5\1\1\4\.\d\k\r\.\e\c\r\.\u\s\-\e\a\s\t\-\1\.\a\m\a\z\o\n\a\w\s\.\c\o\m\/\p\y\t\o\r\c\h* ]] 2025-10-10T00:33:25.2888460Z ++ echo 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:33:25.2889044Z ++ awk -F '[:,]' '{print $2}' 2025-10-10T00:33:25.2922801Z + DOCKER_TAG=pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:33:25.2924140Z + echo docker-tag=pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:33:25.2925518Z + echo docker-image=308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:33:25.2961108Z ##[group]Run set +e 2025-10-10T00:33:25.2961719Z set +e 2025-10-10T00:33:25.2962194Z set -x 2025-10-10T00:33:25.2962645Z  2025-10-10T00:33:25.2963081Z login() { 2025-10-10T00:33:25.2964090Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2025-10-10T00:33:25.2965136Z } 2025-10-10T00:33:25.2965394Z  2025-10-10T00:33:25.2965616Z retry () { 2025-10-10T00:33:25.2965908Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2025-10-10T00:33:25.2966190Z } 2025-10-10T00:33:25.2966381Z  2025-10-10T00:33:25.2966597Z retry login "${DOCKER_REGISTRY}" 2025-10-10T00:33:25.2966873Z  2025-10-10T00:33:25.2967074Z START_TIME=$(date +%s) 2025-10-10T00:33:25.2967346Z # Wait up to 120 minutes 2025-10-10T00:33:25.2967878Z while [[ $(( $(date +%s) - 7200 )) -lt $START_TIME ]]; do 2025-10-10T00:33:25.2968323Z  # Check if image already exists, if it does then skip building it 2025-10-10T00:33:25.2968752Z  if docker manifest inspect "${DOCKER_IMAGE}"; then 2025-10-10T00:33:25.2969065Z  exit 0 2025-10-10T00:33:25.2969274Z  fi 2025-10-10T00:33:25.2969472Z  2025-10-10T00:33:25.2969815Z  # NB: This flag is used by Docker build workflow to push the image to ECR, so we can 2025-10-10T00:33:25.2970390Z  # use this to differentiate between the Docker build and regular build jobs. For the 2025-10-10T00:33:25.2971505Z  # latter, it will wait for the Docker images to become available before continuing 2025-10-10T00:33:25.2972558Z  if [ "${DOCKER_PUSH:-false}" == "true" ]; then 2025-10-10T00:33:25.2973386Z  # It's a Docker build job, let's build the image 2025-10-10T00:33:25.2974058Z  break 2025-10-10T00:33:25.2974476Z  else 2025-10-10T00:33:25.2975058Z  # It's a regular build job, wait for the image to become available 2025-10-10T00:33:25.2975763Z  sleep 300 2025-10-10T00:33:25.2976190Z  fi 2025-10-10T00:33:25.2976571Z done 2025-10-10T00:33:25.2976937Z  2025-10-10T00:33:25.2977544Z # NB: This part requires a full checkout. Otherwise, the merge base will 2025-10-10T00:33:25.2978519Z # be empty. The default action would be to continue rebuild the image 2025-10-10T00:33:25.2979412Z if [[ "$BASE_REVISION" = "$(git rev-parse HEAD)" ]]; then 2025-10-10T00:33:25.2980191Z  # if we're on the base branch then use the parent commit 2025-10-10T00:33:25.2980875Z  MERGE_BASE=$(git rev-parse HEAD~) 2025-10-10T00:33:25.2981413Z else 2025-10-10T00:33:25.2981972Z  # otherwise we're on a PR, so use the most recent base commit 2025-10-10T00:33:25.2982795Z  MERGE_BASE=$(git merge-base HEAD "$BASE_REVISION") 2025-10-10T00:33:25.2983424Z fi 2025-10-10T00:33:25.2983798Z  2025-10-10T00:33:25.2984206Z if [[ -z "${MERGE_BASE}" ]]; then 2025-10-10T00:33:25.2984828Z  echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2025-10-10T00:33:25.2985392Z  2025-10-10T00:33:25.2986189Z  echo "Finding merge base only works with full checkout, please set fetch-depth to 0, continuing ..." 2025-10-10T00:33:25.2987134Z  exit 0 2025-10-10T00:33:25.2987527Z fi 2025-10-10T00:33:25.2987904Z  2025-10-10T00:33:25.2988435Z if ! git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}"; then 2025-10-10T00:33:25.2989603Z  echo "Directory '${DOCKER_BUILD_DIR}' not found in commit $MERGE_BASE, you should rebase onto a more recent commit" 2025-10-10T00:33:25.2990600Z  exit 1 2025-10-10T00:33:25.2990986Z fi 2025-10-10T00:33:25.2991372Z  2025-10-10T00:33:25.2992190Z PREVIOUS_DOCKER_TAG=$(git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}") 2025-10-10T00:33:25.2993303Z # If no image exists but the hash is the same as the previous hash then we should error out here 2025-10-10T00:33:25.2994303Z if [[ "${PREVIOUS_DOCKER_TAG}" == "${DOCKER_TAG}" ]]; then 2025-10-10T00:33:25.2995455Z  echo "WARNING: Something has gone wrong and the previous image isn't available for the merge-base of your branch" 2025-10-10T00:33:25.2996742Z  echo " Will re-build docker image to store in local cache, TTS may be longer" 2025-10-10T00:33:25.2997555Z fi 2025-10-10T00:33:25.2997948Z  2025-10-10T00:33:25.2998435Z echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2025-10-10T00:33:25.3035170Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:25.3035850Z env: 2025-10-10T00:33:25.3036248Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:25.3037318Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:25.3038400Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:25.3039559Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:25.3041551Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:33:25.3043358Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:33:25.3043955Z AWS_REGION: us-east-1 2025-10-10T00:33:25.3045025Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:33:25.3045530Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:33:25.3050653Z AWS_SESSION_TOKEN: *** 2025-10-10T00:33:25.3050963Z DOCKER_BUILD_DIR: .ci/docker 2025-10-10T00:33:25.3051607Z BASE_REVISION: 344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:33:25.3053294Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:33:25.3054979Z DOCKER_TAG: pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:33:25.3056000Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-10-10T00:33:25.3056672Z DOCKER_PUSH: 2025-10-10T00:33:25.3057084Z ##[endgroup] 2025-10-10T00:33:25.3124165Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-10-10T00:33:25.3125105Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-10-10T00:33:25.3128421Z + aws ecr get-login-password --region us-east-1 2025-10-10T00:33:25.3129045Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-10-10T00:33:26.7488455Z WARNING! Your password will be stored unencrypted in /home/pytorchci/.docker/config.json. 2025-10-10T00:33:26.7489757Z Configure a credential helper to remove this warning. See 2025-10-10T00:33:26.7491016Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-10-10T00:33:26.7491800Z 2025-10-10T00:33:26.7498314Z Login Succeeded 2025-10-10T00:33:26.7525628Z ++ date +%s 2025-10-10T00:33:26.7543988Z + START_TIME=1760056406 2025-10-10T00:33:26.7551830Z ++ date +%s 2025-10-10T00:33:26.7563185Z + [[ 1760049206 -lt 1760056406 ]] 2025-10-10T00:33:26.7564702Z + docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:33:28.1823296Z { 2025-10-10T00:33:28.1823813Z "schemaVersion": 2, 2025-10-10T00:33:28.1824654Z "mediaType": "application/vnd.docker.distribution.manifest.v2+json", 2025-10-10T00:33:28.1825465Z "config": { 2025-10-10T00:33:28.1826079Z "mediaType": "application/vnd.docker.container.image.v1+json", 2025-10-10T00:33:28.1826813Z "size": 30258, 2025-10-10T00:33:28.1827568Z "digest": 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"sha256:86c51c6ffd313c2f7259e9c2aea6bd24da432cdff1420bb30861d5f907f6bfe2" 2025-10-10T00:33:28.2034809Z }, 2025-10-10T00:33:28.2035189Z { 2025-10-10T00:33:28.2035774Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-10-10T00:33:28.2036458Z "size": 32, 2025-10-10T00:33:28.2037148Z "digest": "sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1" 2025-10-10T00:33:28.2037936Z }, 2025-10-10T00:33:28.2038263Z { 2025-10-10T00:33:28.2038813Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-10-10T00:33:28.2039495Z "size": 108, 2025-10-10T00:33:28.2040186Z "digest": "sha256:2bfd48767f2c2871079de3142c343766230e092f7064bda374c2cf9cc134f6b2" 2025-10-10T00:33:28.2040968Z }, 2025-10-10T00:33:28.2041290Z { 2025-10-10T00:33:28.2041830Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-10-10T00:33:28.2042522Z "size": 54145665, 2025-10-10T00:33:28.2043263Z "digest": "sha256:b958050798e4b6b9ad163dbd892ba56a2eda087652fd168bb432dcb9a2606897" 2025-10-10T00:33:28.2044186Z } 2025-10-10T00:33:28.2044572Z ] 2025-10-10T00:33:28.2044969Z } 2025-10-10T00:33:28.2045395Z + exit 0 2025-10-10T00:33:28.2096428Z ##[group]Run set -eux 2025-10-10T00:33:28.2096914Z set -eux 2025-10-10T00:33:28.2097628Z # It's ok if this steps fails, it would then be an anonymous user like what we used to have 2025-10-10T00:33:28.2099548Z aws secretsmanager get-secret-value --secret-id docker_hub_readonly_token | jq --raw-output '.SecretString' | jq -r .docker_hub_readonly_token | docker login --username pytorchbot --password-stdin || true 2025-10-10T00:33:28.2145884Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:28.2146552Z env: 2025-10-10T00:33:28.2146944Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:28.2147677Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:28.2148723Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:28.2149676Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:28.2151345Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:33:28.2152998Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:33:28.2153500Z AWS_REGION: us-east-1 2025-10-10T00:33:28.2154220Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:33:28.2154888Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:33:28.2165916Z AWS_SESSION_TOKEN: *** 2025-10-10T00:33:28.2166374Z ##[endgroup] 2025-10-10T00:33:28.2247622Z + aws secretsmanager get-secret-value --secret-id docker_hub_readonly_token 2025-10-10T00:33:28.2248303Z + jq --raw-output .SecretString 2025-10-10T00:33:28.2249001Z + docker login --username pytorchbot --password-stdin 2025-10-10T00:33:28.2249437Z + jq -r .docker_hub_readonly_token 2025-10-10T00:33:28.9039602Z 2025-10-10T00:33:28.9042336Z An error occurred (AccessDeniedException) when calling the GetSecretValue operation: User: arn:aws:sts::308535385114:assumed-role/gha_workflow_s3_and_ecr_read_only/GitHubActions is not authorized to perform: secretsmanager:GetSecretValue on resource: docker_hub_readonly_token because no identity-based policy allows the secretsmanager:GetSecretValue action 2025-10-10T00:33:28.9644178Z Error: Cannot perform an interactive login from a non TTY device 2025-10-10T00:33:28.9667515Z + true 2025-10-10T00:33:28.9746706Z ##[group]Run pytorch/test-infra/.github/actions/pull-docker-image@main 2025-10-10T00:33:28.9747040Z with: 2025-10-10T00:33:28.9747539Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:33:28.9748155Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-10-10T00:33:28.9748434Z env: 2025-10-10T00:33:28.9748597Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:28.9748900Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:28.9749339Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:28.9749756Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:28.9750474Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:33:28.9751115Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:33:28.9751334Z AWS_REGION: us-east-1 2025-10-10T00:33:28.9751590Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:33:28.9751933Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:33:28.9756253Z AWS_SESSION_TOKEN: *** 2025-10-10T00:33:28.9756438Z ##[endgroup] 2025-10-10T00:33:28.9768932Z ##[group]Run set -x 2025-10-10T00:33:28.9769169Z set -x 2025-10-10T00:33:28.9769374Z set +e 2025-10-10T00:33:28.9769557Z  2025-10-10T00:33:28.9769738Z login() { 2025-10-10T00:33:28.9770149Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2025-10-10T00:33:28.9770588Z } 2025-10-10T00:33:28.9770753Z  2025-10-10T00:33:28.9770904Z retry () { 2025-10-10T00:33:28.9771102Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2025-10-10T00:33:28.9771330Z } 2025-10-10T00:33:28.9771487Z  2025-10-10T00:33:28.9771658Z retry login "${DOCKER_REGISTRY}" 2025-10-10T00:33:28.9771874Z  2025-10-10T00:33:28.9772223Z IMAGE_SIZE=$(docker manifest inspect "${DOCKER_IMAGE}" | jq '[.layers[].size, .config.size] | add / 1024 / 1024') 2025-10-10T00:33:28.9772691Z echo "Compressed size of image in MB: ${IMAGE_SIZE}" 2025-10-10T00:33:28.9772956Z  2025-10-10T00:33:28.9773103Z set -e 2025-10-10T00:33:28.9773351Z # ignore output since only exit code is used for conditional 2025-10-10T00:33:28.9773695Z # only pull docker image if it's not available locally 2025-10-10T00:33:28.9774079Z if ! docker inspect --type=image "${DOCKER_IMAGE}" >/dev/null 2>/dev/null; then 2025-10-10T00:33:28.9774431Z  retry docker pull "${DOCKER_IMAGE}" 2025-10-10T00:33:28.9774659Z fi 2025-10-10T00:33:28.9792830Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:28.9793116Z env: 2025-10-10T00:33:28.9793300Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:28.9793613Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:28.9794053Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:28.9794459Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:28.9795152Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:33:28.9795789Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:33:28.9796008Z AWS_REGION: us-east-1 2025-10-10T00:33:28.9796259Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:33:28.9796536Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:33:28.9800560Z AWS_SESSION_TOKEN: *** 2025-10-10T00:33:28.9801267Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:33:28.9802047Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-10-10T00:33:28.9802341Z ##[endgroup] 2025-10-10T00:33:28.9841061Z + set +e 2025-10-10T00:33:28.9841756Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-10-10T00:33:28.9842709Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-10-10T00:33:28.9844240Z + aws ecr get-login-password --region us-east-1 2025-10-10T00:33:28.9846285Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-10-10T00:33:30.4760498Z WARNING! Your password will be stored unencrypted in /home/pytorchci/.docker/config.json. 2025-10-10T00:33:30.4761623Z Configure a credential helper to remove this warning. See 2025-10-10T00:33:30.4762648Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-10-10T00:33:30.4763322Z 2025-10-10T00:33:30.4765083Z Login Succeeded 2025-10-10T00:33:30.4815562Z ++ docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:33:30.4817097Z ++ jq '[.layers[].size, .config.size] | add / 1024 / 1024' 2025-10-10T00:33:31.8961133Z + IMAGE_SIZE=18795.79888534546 2025-10-10T00:33:31.8962026Z + echo 'Compressed size of image in MB: 18795.79888534546' 2025-10-10T00:33:31.8962828Z + set -e 2025-10-10T00:33:31.8963417Z Compressed size of image in MB: 18795.79888534546 2025-10-10T00:33:31.8965231Z + docker inspect --type=image 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:33:31.9188021Z Prepare all required actions 2025-10-10T00:33:31.9227721Z ##[group]Run ./.github/actions/get-workflow-job-id 2025-10-10T00:33:31.9228200Z with: 2025-10-10T00:33:31.9228827Z github-token: *** 2025-10-10T00:33:31.9229164Z env: 2025-10-10T00:33:31.9229473Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:31.9230049Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:31.9230892Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:31.9231752Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:31.9233079Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:33:31.9234287Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:33:31.9234686Z AWS_REGION: us-east-1 2025-10-10T00:33:31.9235248Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:33:31.9235787Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:33:31.9244267Z AWS_SESSION_TOKEN: *** 2025-10-10T00:33:31.9244551Z ##[endgroup] 2025-10-10T00:33:31.9267276Z ##[group]Run set -eux 2025-10-10T00:33:31.9267743Z set -eux 2025-10-10T00:33:31.9268494Z python3 .github/scripts/get_workflow_job_id.py "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2025-10-10T00:33:31.9311003Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:31.9311776Z env: 2025-10-10T00:33:31.9312173Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:31.9312896Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:31.9313956Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:31.9314942Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:31.9316647Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:33:31.9318170Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:33:31.9318664Z AWS_REGION: us-east-1 2025-10-10T00:33:31.9319239Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:33:31.9320212Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:33:31.9328617Z AWS_SESSION_TOKEN: *** 2025-10-10T00:33:31.9329195Z GITHUB_TOKEN: *** 2025-10-10T00:33:31.9329419Z ##[endgroup] 2025-10-10T00:33:31.9397710Z + python3 .github/scripts/get_workflow_job_id.py 18392306192 pytorch-rocm-hw-26 2025-10-10T00:33:32.5897248Z Setting output job-id=52406492291 2025-10-10T00:33:32.5898252Z Setting output job-name=linux-jammy-rocm-py3.10 / test (default, 5, 6, linux.rocm.gpu.2) 2025-10-10T00:33:32.6106919Z Prepare all required actions 2025-10-10T00:33:32.6107662Z Getting action download info 2025-10-10T00:33:32.8031469Z Download action repository 'seemethere/download-artifact-s3@v4' (SHA:1da556a7aa0a088e3153970611f6c432d58e80e6) 2025-10-10T00:33:33.4513793Z Download action repository 'actions/download-artifact@v4' (SHA:d3f86a106a0bac45b974a628896c90dbdf5c8093) 2025-10-10T00:33:34.0791161Z ##[group]Run ./.github/actions/download-build-artifacts 2025-10-10T00:33:34.0791746Z with: 2025-10-10T00:33:34.0792096Z name: linux-jammy-rocm-py3.10 2025-10-10T00:33:34.0792501Z s3-bucket: gha-artifacts 2025-10-10T00:33:34.0792887Z env: 2025-10-10T00:33:34.0793169Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:34.0793706Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:34.0794486Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:34.0795247Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:34.0796552Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:33:34.0797696Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:33:34.0798060Z AWS_REGION: us-east-1 2025-10-10T00:33:34.0798494Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:33:34.0799022Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:33:34.0806886Z AWS_SESSION_TOKEN: *** 2025-10-10T00:33:34.0807115Z ##[endgroup] 2025-10-10T00:33:34.0847711Z ##[group]Run seemethere/download-artifact-s3@v4 2025-10-10T00:33:34.0848033Z with: 2025-10-10T00:33:34.0848256Z name: linux-jammy-rocm-py3.10 2025-10-10T00:33:34.0848529Z s3-bucket: gha-artifacts 2025-10-10T00:33:34.0848777Z region: us-east-1 2025-10-10T00:33:34.0848987Z env: 2025-10-10T00:33:34.0849180Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:34.0849552Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:34.0850102Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:34.0850597Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:34.0851464Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:33:34.0852237Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:33:34.0852495Z AWS_REGION: us-east-1 2025-10-10T00:33:34.0852826Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:33:34.0853333Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:33:34.0861147Z AWS_SESSION_TOKEN: *** 2025-10-10T00:33:34.0861491Z ##[endgroup] 2025-10-10T00:33:34.4880540Z (node:1487253) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2025-10-10T00:33:34.4881459Z 2025-10-10T00:33:34.4881860Z Please migrate your code to use AWS SDK for JavaScript (v3). 2025-10-10T00:33:34.4882782Z For more information, check the migration guide at https://a.co/7PzMCcy 2025-10-10T00:33:34.4883731Z (Use `node --trace-warnings ...` to show where the warning was created) 2025-10-10T00:33:34.7552623Z Found 1 objects with prefix pytorch/pytorch/18392306192/linux-jammy-rocm-py3.10/ 2025-10-10T00:33:34.7553898Z Starting download (1/1): /home/pytorchci/actions-runner/_work/pytorch/pytorch/artifacts.zip 2025-10-10T00:33:58.8786649Z Finished download (1/1): /home/pytorchci/actions-runner/_work/pytorch/pytorch/artifacts.zip 2025-10-10T00:33:58.8798102Z Artifact download has finished successfully 2025-10-10T00:33:58.9300051Z ##[group]Run unzip -o artifacts.zip 2025-10-10T00:33:58.9300401Z unzip -o artifacts.zip 2025-10-10T00:33:58.9337714Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:33:58.9338383Z env: 2025-10-10T00:33:58.9338786Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:33:58.9339998Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:33:58.9341069Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:33:58.9342046Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:33:58.9343772Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:33:58.9345314Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:33:58.9345821Z AWS_REGION: us-east-1 2025-10-10T00:33:58.9346423Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:33:58.9347117Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:33:58.9357144Z AWS_SESSION_TOKEN: *** 2025-10-10T00:33:58.9357603Z ##[endgroup] 2025-10-10T00:33:58.9446900Z Archive: artifacts.zip 2025-10-10T00:33:58.9450680Z creating: dist/ 2025-10-10T00:34:02.1380478Z inflating: dist/torch-2.10.0a0+git344e636-cp310-cp310-linux_x86_64.whl 2025-10-10T00:34:02.1508995Z inflating: dist/.ninja_log 2025-10-10T00:34:02.1509688Z creating: build/custom_test_artifacts/ 2025-10-10T00:34:02.1510399Z creating: build/custom_test_artifacts/custom-op-build/ 2025-10-10T00:34:02.1511312Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/ 2025-10-10T00:34:02.1512765Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/pkgRedirects/ 2025-10-10T00:34:02.1514410Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/CMakeConfigureLog.yaml 2025-10-10T00:34:02.1515682Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/3.31.6/ 2025-10-10T00:34:02.1516882Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/3.31.6/CMakeSystem.cmake 2025-10-10T00:34:02.1518110Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/3.31.6/CompilerIdC/ 2025-10-10T00:34:02.1519330Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/3.31.6/CompilerIdC/tmp/ 2025-10-10T00:34:02.1520689Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/3.31.6/CompilerIdC/CMakeCCompilerId.c 2025-10-10T00:34:02.1522036Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/3.31.6/CompilerIdC/a.out 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/usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:34:08.9874114Z env: 2025-10-10T00:34:08.9874507Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:08.9875244Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:08.9876281Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:08.9877261Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:08.9878975Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:08.9880953Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:08.9881462Z AWS_REGION: us-east-1 2025-10-10T00:34:08.9882132Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:08.9883121Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:08.9894306Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:08.9894762Z ##[endgroup] 2025-10-10T00:34:09.2159106Z ##[group]Run df -H 2025-10-10T00:34:09.2159633Z df -H 2025-10-10T00:34:09.2209030Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:34:09.2209718Z env: 2025-10-10T00:34:09.2210121Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:09.2210843Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:09.2211896Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:09.2212872Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:09.2214577Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:09.2216083Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:09.2216579Z AWS_REGION: us-east-1 2025-10-10T00:34:09.2217186Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:09.2217847Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:09.2228244Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:09.2228704Z ##[endgroup] 2025-10-10T00:34:09.2419532Z Filesystem Size Used Avail Use% Mounted on 2025-10-10T00:34:09.2420323Z tmpfs 14G 17M 14G 1% /run 2025-10-10T00:34:09.2421091Z /dev/mapper/ubuntu--vg-ubuntu--lv 1.9T 844G 947G 48% / 2025-10-10T00:34:09.2421854Z tmpfs 68G 8.2k 68G 1% /dev/shm 2025-10-10T00:34:09.2422527Z tmpfs 5.3M 0 5.3M 0% /run/lock 2025-10-10T00:34:09.2423208Z /dev/sda2 2.1G 335M 1.6G 18% /boot 2025-10-10T00:34:09.2424110Z /dev/sda1 1.2G 6.4M 1.2G 1% /boot/efi 2025-10-10T00:34:09.2424978Z tmpfs 14G 17k 14G 1% /run/user/1001 2025-10-10T00:34:09.2487031Z Prepare all required actions 2025-10-10T00:34:09.2487742Z Getting action download info 2025-10-10T00:34:09.4572462Z ##[group]Run ./.github/actions/download-td-artifacts 2025-10-10T00:34:09.4573093Z with: 2025-10-10T00:34:09.4573454Z env: 2025-10-10T00:34:09.4573838Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:09.4574563Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:09.4575605Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:09.4576573Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:09.4578247Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:09.4579796Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:09.4580295Z AWS_REGION: us-east-1 2025-10-10T00:34:09.4580928Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:09.4581603Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:09.4591452Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:09.4592047Z ##[endgroup] 2025-10-10T00:34:09.4644181Z ##[group]Run seemethere/download-artifact-s3@v4 2025-10-10T00:34:09.4644762Z with: 2025-10-10T00:34:09.4645135Z name: td_results 2025-10-10T00:34:09.4645568Z s3-bucket: gha-artifacts 2025-10-10T00:34:09.4646041Z region: us-east-1 2025-10-10T00:34:09.4646429Z env: 2025-10-10T00:34:09.4646797Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:09.4647497Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:09.4648545Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:09.4649920Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:09.4651609Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:09.4653138Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:09.4653639Z AWS_REGION: us-east-1 2025-10-10T00:34:09.4654185Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:09.4654860Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:09.4664764Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:09.4665224Z ##[endgroup] 2025-10-10T00:34:09.8711968Z (node:1487300) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2025-10-10T00:34:09.8712894Z 2025-10-10T00:34:09.8713240Z Please migrate your code to use AWS SDK for JavaScript (v3). 2025-10-10T00:34:09.8714207Z For more information, check the migration guide at https://a.co/7PzMCcy 2025-10-10T00:34:09.8715209Z (Use `node --trace-warnings ...` to show where the warning was created) 2025-10-10T00:34:10.1436961Z Found 1 objects with prefix pytorch/pytorch/18392306192/td_results/ 2025-10-10T00:34:10.1438171Z Starting download (1/1): /home/pytorchci/actions-runner/_work/pytorch/pytorch/td_results.json 2025-10-10T00:34:10.5305383Z Finished download (1/1): /home/pytorchci/actions-runner/_work/pytorch/pytorch/td_results.json 2025-10-10T00:34:10.5317018Z Artifact download has finished successfully 2025-10-10T00:34:10.5832700Z ##[group]Run mkdir -p .additional_ci_files 2025-10-10T00:34:10.5833408Z mkdir -p .additional_ci_files 2025-10-10T00:34:10.5834162Z mv td_results.json .additional_ci_files/td_results.json || true 2025-10-10T00:34:10.5879847Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:34:10.5880493Z env: 2025-10-10T00:34:10.5880867Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:10.5881575Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:10.5882605Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:10.5883518Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:10.5885613Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:10.5887374Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:10.5887877Z AWS_REGION: us-east-1 2025-10-10T00:34:10.5888466Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:10.5889131Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:10.5899066Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:10.5899531Z ##[endgroup] 2025-10-10T00:34:10.6046418Z ##[group]Run .github/scripts/parse_ref.py 2025-10-10T00:34:10.6047067Z .github/scripts/parse_ref.py 2025-10-10T00:34:10.6085328Z shell: /usr/bin/bash -e {0} 2025-10-10T00:34:10.6085820Z env: 2025-10-10T00:34:10.6086180Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:10.6086852Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:10.6087784Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:10.6088350Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:10.6089215Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:10.6090000Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:10.6090255Z AWS_REGION: us-east-1 2025-10-10T00:34:10.6090574Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:10.6090949Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:10.6097637Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:10.6097994Z ##[endgroup] 2025-10-10T00:34:10.6333924Z Setting output branch=main 2025-10-10T00:34:10.6506410Z Prepare all required actions 2025-10-10T00:34:10.6507605Z Getting action download info 2025-10-10T00:34:10.8384713Z ##[group]Run ./.github/actions/filter-test-configs 2025-10-10T00:34:10.8385308Z with: 2025-10-10T00:34:10.8386059Z github-token: *** 2025-10-10T00:34:10.8388697Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 2, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 3, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 4, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 5, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 6, "num_shards": 6, "runner": "linux.rocm.gpu.2"}]} 2025-10-10T00:34:10.8391897Z job-name: linux-jammy-rocm-py3.10 / test (default, 5, 6, linux.rocm.gpu.2) 2025-10-10T00:34:10.8392674Z env: 2025-10-10T00:34:10.8393118Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:10.8393836Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:10.8394888Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:10.8395854Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:10.8397537Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:10.8399068Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:10.8399567Z AWS_REGION: us-east-1 2025-10-10T00:34:10.8400086Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:10.8400731Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:10.8410545Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:10.8410984Z ##[endgroup] 2025-10-10T00:34:10.8474289Z ##[group]Run nick-fields/retry@v3.0.0 2025-10-10T00:34:10.8474840Z with: 2025-10-10T00:34:10.8475212Z shell: bash 2025-10-10T00:34:10.8475615Z timeout_minutes: 10 2025-10-10T00:34:10.8476058Z max_attempts: 5 2025-10-10T00:34:10.8476475Z retry_wait_seconds: 30 2025-10-10T00:34:10.8477841Z command: set -eux # PyYAML 6.0 doesn't work with MacOS x86 anymore # This must run on Python-3.7 (AmazonLinux2) so can't use request=3.32.2 python3 -m pip install requests==2.27.1 pyyaml==6.0.2 2025-10-10T00:34:10.8479236Z polling_interval_seconds: 1 2025-10-10T00:34:10.8479728Z warning_on_retry: true 2025-10-10T00:34:10.8480188Z continue_on_error: false 2025-10-10T00:34:10.8480637Z env: 2025-10-10T00:34:10.8481007Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:10.8481716Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:10.8482770Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:10.8483743Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:10.8485435Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:10.8486966Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:10.8487461Z AWS_REGION: us-east-1 2025-10-10T00:34:10.8488006Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:10.8488684Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:10.8498809Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:10.8499457Z GITHUB_TOKEN: *** 2025-10-10T00:34:10.8499876Z ##[endgroup] 2025-10-10T00:34:10.9197642Z + python3 -m pip install requests==2.27.1 pyyaml==6.0.2 2025-10-10T00:34:11.1692826Z Defaulting to user installation because normal site-packages is not writeable 2025-10-10T00:34:11.2499797Z Requirement already satisfied: requests==2.27.1 in /home/pytorchci/.local/lib/python3.10/site-packages (2.27.1) 2025-10-10T00:34:11.2502786Z Requirement already satisfied: pyyaml==6.0.2 in /home/pytorchci/.local/lib/python3.10/site-packages (6.0.2) 2025-10-10T00:34:11.2598229Z Requirement already satisfied: idna<4,>=2.5 in /usr/lib/python3/dist-packages (from requests==2.27.1) (3.3) 2025-10-10T00:34:11.2601315Z Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/lib/python3/dist-packages (from requests==2.27.1) (1.26.5) 2025-10-10T00:34:11.2606582Z Requirement already satisfied: certifi>=2017.4.17 in /usr/lib/python3/dist-packages (from requests==2.27.1) (2020.6.20) 2025-10-10T00:34:11.2615961Z Requirement already satisfied: charset-normalizer~=2.0.0 in /home/pytorchci/.local/lib/python3.10/site-packages (from requests==2.27.1) (2.0.12) 2025-10-10T00:34:11.9201960Z Command completed after 1 attempt(s). 2025-10-10T00:34:11.9317805Z ##[group]Run set -x 2025-10-10T00:34:11.9318471Z set -x 2025-10-10T00:34:11.9318893Z  2025-10-10T00:34:11.9319627Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-10-10T00:34:11.9320484Z # in runner workspace 2025-10-10T00:34:11.9321206Z python3 "${GITHUB_ACTION_PATH}/../../scripts/parse_ref.py" 2025-10-10T00:34:11.9368884Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:34:11.9369560Z env: 2025-10-10T00:34:11.9369961Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:11.9370697Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:11.9371745Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:11.9372770Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:11.9374474Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:11.9375992Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:11.9376494Z AWS_REGION: us-east-1 2025-10-10T00:34:11.9377075Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:11.9377735Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:11.9387565Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:11.9388039Z ##[endgroup] 2025-10-10T00:34:11.9464652Z + python3 /home/pytorchci/actions-runner/_work/pytorch/pytorch/./.github/actions/filter-test-configs/../../scripts/parse_ref.py 2025-10-10T00:34:11.9643333Z Setting output branch=main 2025-10-10T00:34:11.9710127Z ##[group]Run echo "Workflow: ${GITHUB_WORKFLOW}" 2025-10-10T00:34:11.9710835Z echo "Workflow: ${GITHUB_WORKFLOW}" 2025-10-10T00:34:11.9711419Z echo "Job name: ${JOB_NAME}" 2025-10-10T00:34:11.9712076Z  2025-10-10T00:34:11.9712755Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-10-10T00:34:11.9713579Z # in runner workspace 2025-10-10T00:34:11.9714319Z python3 "${GITHUB_ACTION_PATH}/../../scripts/filter_test_configs.py" \ 2025-10-10T00:34:11.9715160Z  --workflow "${GITHUB_WORKFLOW}" \ 2025-10-10T00:34:11.9715749Z  --job-name "${JOB_NAME}" \ 2025-10-10T00:34:11.9718513Z  --test-matrix "{"include": [{"config": "default", "shard": 1, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 2, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 3, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 4, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 5, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 6, "num_shards": 6, "runner": "linux.rocm.gpu.2"}]}" \ 2025-10-10T00:34:11.9721318Z  --selected-test-configs "" \ 2025-10-10T00:34:11.9721906Z  --pr-number "${PR_NUMBER}" \ 2025-10-10T00:34:11.9722460Z  --tag "${TAG}" \ 2025-10-10T00:34:11.9722980Z  --event-name "${EVENT_NAME}" \ 2025-10-10T00:34:11.9723542Z  --schedule "${SCHEDULE}" \ 2025-10-10T00:34:11.9724093Z  --branch "${HEAD_BRANCH}" 2025-10-10T00:34:11.9765784Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:34:11.9766368Z env: 2025-10-10T00:34:11.9766808Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:11.9767194Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:11.9767752Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:11.9768262Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:11.9769143Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:11.9769930Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:11.9770192Z AWS_REGION: us-east-1 2025-10-10T00:34:11.9770501Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:11.9770852Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:11.9777590Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:11.9778334Z GITHUB_TOKEN: *** 2025-10-10T00:34:11.9779042Z JOB_NAME: linux-jammy-rocm-py3.10 / test (default, 5, 6, linux.rocm.gpu.2) 2025-10-10T00:34:11.9779807Z PR_NUMBER: 2025-10-10T00:34:11.9780204Z TAG: 2025-10-10T00:34:11.9780566Z EVENT_NAME: push 2025-10-10T00:34:11.9780976Z SCHEDULE: 2025-10-10T00:34:11.9781376Z HEAD_BRANCH: main 2025-10-10T00:34:11.9781794Z ##[endgroup] 2025-10-10T00:34:11.9851439Z Workflow: rocm 2025-10-10T00:34:11.9851942Z Job name: linux-jammy-rocm-py3.10 / test (default, 5, 6, linux.rocm.gpu.2) 2025-10-10T00:34:12.5634356Z Setting output keep-going=True 2025-10-10T00:34:12.5635045Z Setting output ci-verbose-test-logs=False 2025-10-10T00:34:12.5635702Z Setting output ci-test-showlocals=False 2025-10-10T00:34:12.5636338Z Setting output ci-no-test-timeout=False 2025-10-10T00:34:12.5636955Z Setting output ci-no-td=False 2025-10-10T00:34:12.5637523Z Setting output ci-td-distributed=False 2025-10-10T00:34:12.5638105Z Setting output is-unstable=False 2025-10-10T00:34:12.5638637Z Setting output reenabled-issues= 2025-10-10T00:34:12.5641512Z Setting output test-matrix={"include": [{"config": "default", "shard": 1, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 2, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 3, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 4, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 5, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 6, "num_shards": 6, "runner": "linux.rocm.gpu.2"}]} 2025-10-10T00:34:12.5644388Z Setting output is-test-matrix-empty=False 2025-10-10T00:34:12.5843286Z ##[group]Run echo "Filtered matrix:" 2025-10-10T00:34:12.5844024Z echo "Filtered matrix:" 2025-10-10T00:34:12.5847265Z echo "{"include": [{"config": "default", "shard": 1, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 2, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 3, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 4, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 5, "num_shards": 6, "runner": "linux.rocm.gpu.2"}, {"config": "default", "shard": 6, "num_shards": 6, "runner": "linux.rocm.gpu.2"}]}" 2025-10-10T00:34:12.5850410Z  2025-10-10T00:34:12.5850789Z echo 2025-10-10T00:34:12.5851279Z echo "Is the current job unstable? False" 2025-10-10T00:34:12.5851867Z  2025-10-10T00:34:12.5852236Z echo 2025-10-10T00:34:12.5852688Z echo "Is keep-going label set? True" 2025-10-10T00:34:12.5853248Z  2025-10-10T00:34:12.5853607Z echo 2025-10-10T00:34:12.5854024Z echo "Reenabled issues? " 2025-10-10T00:34:12.5901405Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:34:12.5902075Z env: 2025-10-10T00:34:12.5902462Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:12.5903193Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:12.5904608Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:12.5905919Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:12.5907618Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:12.5909152Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:12.5909650Z AWS_REGION: us-east-1 2025-10-10T00:34:12.5910228Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:12.5910889Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:12.5920841Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:12.5921304Z ##[endgroup] 2025-10-10T00:34:12.5996336Z Filtered matrix: 2025-10-10T00:34:12.5998948Z {include: [{config: default, shard: 1, num_shards: 6, runner: linux.rocm.gpu.2}, {config: default, shard: 2, num_shards: 6, runner: linux.rocm.gpu.2}, {config: default, shard: 3, num_shards: 6, runner: linux.rocm.gpu.2}, {config: default, shard: 4, num_shards: 6, runner: linux.rocm.gpu.2}, {config: default, shard: 5, num_shards: 6, runner: linux.rocm.gpu.2}, {config: default, shard: 6, num_shards: 6, runner: linux.rocm.gpu.2}]} 2025-10-10T00:34:12.6001615Z 2025-10-10T00:34:12.6001859Z Is the current job unstable? False 2025-10-10T00:34:12.6002254Z 2025-10-10T00:34:12.6002456Z Is keep-going label set? True 2025-10-10T00:34:12.6002787Z 2025-10-10T00:34:12.6003005Z Reenabled issues? 2025-10-10T00:34:12.6074885Z ##[group]Run echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-10-10T00:34:12.6075827Z echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-10-10T00:34:12.6117773Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:34:12.6118451Z env: 2025-10-10T00:34:12.6118847Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:12.6119577Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:12.6120659Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:12.6121657Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:12.6123429Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:12.6125239Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:12.6125904Z AWS_REGION: us-east-1 2025-10-10T00:34:12.6126570Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:12.6127355Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:12.6138039Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:12.6138541Z JOB_TIMEOUT: 300 2025-10-10T00:34:12.6138950Z ##[endgroup] 2025-10-10T00:34:12.6260290Z ##[group]Run env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-10-10T00:34:12.6261238Z env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-10-10T00:34:12.6262023Z env | grep '^CI' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-10-10T00:34:12.6305195Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T00:34:12.6305856Z env: 2025-10-10T00:34:12.6306256Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:12.6306982Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:12.6308051Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:12.6309465Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:12.6311382Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:12.6333686Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:12.6334016Z AWS_REGION: us-east-1 2025-10-10T00:34:12.6334345Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:12.6334686Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:12.6344084Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:12.6345000Z ##[endgroup] 2025-10-10T00:34:12.6535914Z ##[group]Run set -x 2025-10-10T00:34:12.6536761Z set -x 2025-10-10T00:34:12.6537519Z  2025-10-10T00:34:12.6538173Z if [[ $TEST_CONFIG == 'multigpu' ]]; then 2025-10-10T00:34:12.6539085Z  TEST_COMMAND=.ci/pytorch/multigpu-test.sh 2025-10-10T00:34:12.6540091Z elif [[ $BUILD_ENVIRONMENT == *onnx* ]]; then 2025-10-10T00:34:12.6540925Z  TEST_COMMAND=.ci/caffe2/test.sh 2025-10-10T00:34:12.6541757Z else 2025-10-10T00:34:12.6542404Z  TEST_COMMAND=.ci/pytorch/test.sh 2025-10-10T00:34:12.6543092Z fi 2025-10-10T00:34:12.6543770Z  2025-10-10T00:34:12.6544545Z # detached container should get cleaned up by teardown_ec2_linux 2025-10-10T00:34:12.6545740Z # TODO: Stop building test binaries as part of the build phase 2025-10-10T00:34:12.6546767Z # Used for GPU_FLAG since that doesn't play nice 2025-10-10T00:34:12.6547884Z # shellcheck disable=SC2086,SC2090 2025-10-10T00:34:12.6548733Z container_name=$(docker run \ 2025-10-10T00:34:12.6549515Z  ${GPU_FLAG:-} \ 2025-10-10T00:34:12.6550255Z  -e BUILD_ENVIRONMENT \ 2025-10-10T00:34:12.6550966Z  -e PR_NUMBER \ 2025-10-10T00:34:12.6551762Z  -e GITHUB_ACTIONS \ 2025-10-10T00:34:12.6552554Z  -e GITHUB_REPOSITORY \ 2025-10-10T00:34:12.6553299Z  -e GITHUB_WORKFLOW \ 2025-10-10T00:34:12.6554003Z  -e GITHUB_JOB \ 2025-10-10T00:34:12.6554691Z  -e GITHUB_RUN_ID \ 2025-10-10T00:34:12.6555417Z  -e GITHUB_RUN_NUMBER \ 2025-10-10T00:34:12.6556190Z  -e GITHUB_RUN_ATTEMPT \ 2025-10-10T00:34:12.6556994Z  -e JOB_ID \ 2025-10-10T00:34:12.6557607Z  -e JOB_NAME \ 2025-10-10T00:34:12.6558331Z  -e BASE_SHA \ 2025-10-10T00:34:12.6558987Z  -e BRANCH \ 2025-10-10T00:34:12.6559621Z  -e SHA1 \ 2025-10-10T00:34:12.6560338Z  -e AWS_DEFAULT_REGION \ 2025-10-10T00:34:12.6561048Z  -e IN_WHEEL_TEST \ 2025-10-10T00:34:12.6561769Z  -e SHARD_NUMBER \ 2025-10-10T00:34:12.6562472Z  -e TEST_CONFIG \ 2025-10-10T00:34:12.6563178Z  -e NUM_TEST_SHARDS \ 2025-10-10T00:34:12.6564180Z  -e REENABLED_ISSUES \ 2025-10-10T00:34:12.6565032Z  -e CONTINUE_THROUGH_ERROR \ 2025-10-10T00:34:12.6565923Z  -e VERBOSE_TEST_LOGS \ 2025-10-10T00:34:12.6566821Z  -e TEST_SHOWLOCALS \ 2025-10-10T00:34:12.6567622Z  -e NO_TEST_TIMEOUT \ 2025-10-10T00:34:12.6568515Z  -e NO_TD \ 2025-10-10T00:34:12.6569340Z  -e MAX_JOBS="$(nproc --ignore=2)" \ 2025-10-10T00:34:12.6569917Z  -e PYTORCH_TEST_CUDA_MEM_LEAK_CHECK \ 2025-10-10T00:34:12.6570442Z  -e PYTORCH_TEST_RERUN_DISABLED_TESTS \ 2025-10-10T00:34:12.6570848Z  -e TESTS_TO_INCLUDE \ 2025-10-10T00:34:12.6571244Z  -e HUGGING_FACE_HUB_TOKEN \ 2025-10-10T00:34:12.6571669Z  -e DASHBOARD_TAG \ 2025-10-10T00:34:12.6572092Z  --env-file="${RUNNER_TEMP}/github_env_${GITHUB_RUN_ID}" \ 2025-10-10T00:34:12.6572596Z  --ulimit stack=10485760:83886080 \ 2025-10-10T00:34:12.6572976Z  --ulimit core=0 \ 2025-10-10T00:34:12.6573365Z  --env-file="/tmp/github_env_${GITHUB_RUN_ID}" \ 2025-10-10T00:34:12.6573854Z  --security-opt seccomp=unconfined \ 2025-10-10T00:34:12.6574258Z  --cap-add=SYS_PTRACE \ 2025-10-10T00:34:12.6574648Z  --shm-size="8g" \ 2025-10-10T00:34:12.6575030Z  --tty \ 2025-10-10T00:34:12.6575476Z  --detach \ 2025-10-10T00:34:12.6576364Z  --name="${container_name}" \ 2025-10-10T00:34:12.6577234Z  --user jenkins \ 2025-10-10T00:34:12.6578152Z  -v "${GITHUB_WORKSPACE}:/var/lib/jenkins/workspace" \ 2025-10-10T00:34:12.6579116Z  -w /var/lib/jenkins/workspace \ 2025-10-10T00:34:12.6580693Z  "${DOCKER_IMAGE}" 2025-10-10T00:34:12.6581397Z ) 2025-10-10T00:34:12.6582032Z # save container name for later step 2025-10-10T00:34:12.6582947Z echo "CONTAINER_NAME=${container_name}" >> "$GITHUB_ENV" 2025-10-10T00:34:12.6584526Z # jenkins user does not have write permission to mounted workspace; work-around by copying within container to jenkins home 2025-10-10T00:34:12.6586386Z docker exec -t "${container_name}" sh -c "cd .. && cp -R workspace pytorch && cd pytorch && pip install dist/*.whl && ${TEST_COMMAND}" 2025-10-10T00:34:12.6624821Z shell: /usr/bin/bash -e {0} 2025-10-10T00:34:12.6625691Z env: 2025-10-10T00:34:12.6626446Z GIT_DEFAULT_BRANCH: main 2025-10-10T00:34:12.6627392Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T00:34:12.6628679Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T00:34:12.6629985Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T00:34:12.6632043Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T00:34:12.6633796Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T00:34:12.6634570Z AWS_REGION: us-east-1 2025-10-10T00:34:12.6635349Z AWS_ACCESS_KEY_ID: *** 2025-10-10T00:34:12.6636364Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T00:34:12.6647162Z AWS_SESSION_TOKEN: *** 2025-10-10T00:34:12.6648066Z BUILD_ENVIRONMENT: linux-jammy-rocm-py3.10 2025-10-10T00:34:12.6649061Z PR_NUMBER: 2025-10-10T00:34:12.6649624Z GITHUB_REPOSITORY: pytorch/pytorch 2025-10-10T00:34:12.6650090Z GITHUB_WORKFLOW: rocm 2025-10-10T00:34:12.6650436Z GITHUB_JOB: test 2025-10-10T00:34:12.6650734Z GITHUB_RUN_ID: 18392306192 2025-10-10T00:34:12.6651165Z GITHUB_RUN_NUMBER: 31941 2025-10-10T00:34:12.6651499Z GITHUB_RUN_ATTEMPT: 1 2025-10-10T00:34:12.6651832Z JOB_ID: 52406492291 2025-10-10T00:34:12.6652316Z JOB_NAME: linux-jammy-rocm-py3.10 / test (default, 5, 6, linux.rocm.gpu.2) 2025-10-10T00:34:12.6652804Z BRANCH: main 2025-10-10T00:34:12.6653178Z SHA1: 344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:34:12.6653611Z BASE_SHA: 344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:34:12.6653974Z TEST_CONFIG: default 2025-10-10T00:34:12.6654337Z SHARD_NUMBER: 5 2025-10-10T00:34:12.6654647Z NUM_TEST_SHARDS: 6 2025-10-10T00:34:12.6654985Z REENABLED_ISSUES: 2025-10-10T00:34:12.6655267Z CONTINUE_THROUGH_ERROR: True 2025-10-10T00:34:12.6655821Z VERBOSE_TEST_LOGS: False 2025-10-10T00:34:12.6656367Z TEST_SHOWLOCALS: False 2025-10-10T00:34:12.6656893Z NO_TEST_TIMEOUT: False 2025-10-10T00:34:12.6657395Z NO_TD: False 2025-10-10T00:34:12.6658678Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:34:12.6660011Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK: 0 2025-10-10T00:34:12.6660578Z PYTORCH_TEST_RERUN_DISABLED_TESTS: 0 2025-10-10T00:34:12.6661102Z TESTS_TO_INCLUDE: 2025-10-10T00:34:12.6661507Z DASHBOARD_TAG: 2025-10-10T00:34:12.6662100Z HUGGING_FACE_HUB_TOKEN: *** 2025-10-10T00:34:12.6662568Z ##[endgroup] 2025-10-10T00:34:12.6724183Z + [[ default == \m\u\l\t\i\g\p\u ]] 2025-10-10T00:34:12.6724806Z + [[ linux-jammy-rocm-py3.10 == *onnx* ]] 2025-10-10T00:34:12.6725406Z + TEST_COMMAND=.ci/pytorch/test.sh 2025-10-10T00:34:12.6732510Z +++ nproc --ignore=2 2025-10-10T00:34:12.6754889Z ++ docker run --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host -e BUILD_ENVIRONMENT -e PR_NUMBER -e GITHUB_ACTIONS -e GITHUB_REPOSITORY -e GITHUB_WORKFLOW -e GITHUB_JOB -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e JOB_ID -e JOB_NAME -e BASE_SHA -e BRANCH -e SHA1 -e AWS_DEFAULT_REGION -e IN_WHEEL_TEST -e SHARD_NUMBER -e TEST_CONFIG -e NUM_TEST_SHARDS -e REENABLED_ISSUES -e CONTINUE_THROUGH_ERROR -e VERBOSE_TEST_LOGS -e TEST_SHOWLOCALS -e NO_TEST_TIMEOUT -e NO_TD -e MAX_JOBS=62 -e PYTORCH_TEST_CUDA_MEM_LEAK_CHECK -e PYTORCH_TEST_RERUN_DISABLED_TESTS -e TESTS_TO_INCLUDE -e HUGGING_FACE_HUB_TOKEN -e DASHBOARD_TAG --env-file=/home/pytorchci/actions-runner/_work/_temp/github_env_18392306192 --ulimit stack=10485760:83886080 --ulimit core=0 --env-file=/tmp/github_env_18392306192 --security-opt seccomp=unconfined --cap-add=SYS_PTRACE --shm-size=8g --tty --detach --name= --user jenkins -v /home/pytorchci/actions-runner/_work/pytorch/pytorch:/var/lib/jenkins/workspace -w /var/lib/jenkins/workspace 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-rocm-n-py3-d8be0384e085f551506bd739678109fa0f5ee7ac 2025-10-10T00:34:14.3652549Z + container_name=a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T00:34:14.3653915Z + echo CONTAINER_NAME=a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T00:34:14.3655743Z + docker exec -t a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 sh -c 'cd .. && cp -R workspace pytorch && cd pytorch && pip install dist/*.whl && .ci/pytorch/test.sh' 2025-10-10T00:34:28.3840833Z Processing ./dist/torch-2.10.0a0+git344e636-cp310-cp310-linux_x86_64.whl 2025-10-10T00:34:28.8772319Z Requirement already satisfied: filelock in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.10.0a0+git344e636) (3.18.0) 2025-10-10T00:34:28.8777911Z Requirement already satisfied: typing-extensions>=4.10.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.10.0a0+git344e636) (4.12.2) 2025-10-10T00:34:28.8780013Z Requirement already satisfied: sympy>=1.13.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.10.0a0+git344e636) (1.13.3) 2025-10-10T00:34:28.8781959Z Requirement already satisfied: networkx>=2.5.1 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.10.0a0+git344e636) (2.8.8) 2025-10-10T00:34:28.8785699Z Requirement already satisfied: jinja2 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.10.0a0+git344e636) (3.1.6) 2025-10-10T00:34:28.8789422Z Requirement already satisfied: fsspec>=0.8.5 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.10.0a0+git344e636) (2025.9.0) 2025-10-10T00:34:28.9103768Z Requirement already satisfied: mpmath<1.4,>=1.1.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from sympy>=1.13.3->torch==2.10.0a0+git344e636) (1.3.0) 2025-10-10T00:34:28.9148340Z Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from jinja2->torch==2.10.0a0+git344e636) (3.0.3) 2025-10-10T00:34:29.2529360Z Installing collected packages: torch 2025-10-10T00:34:38.8966782Z ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. 2025-10-10T00:34:38.8968690Z helion 0.1.6 requires filecheck, which is not installed. 2025-10-10T00:34:38.8969578Z Successfully installed torch-2.10.0a0+git344e636 2025-10-10T00:34:38.9429891Z + export TERM=vt100 2025-10-10T00:34:38.9430382Z + TERM=vt100 2025-10-10T00:34:38.9439523Z ++ dirname .ci/pytorch/test.sh 2025-10-10T00:34:38.9465111Z + source .ci/pytorch/common.sh 2025-10-10T00:34:38.9471942Z +++ dirname .ci/pytorch/common.sh 2025-10-10T00:34:38.9483966Z ++ source .ci/pytorch/common_utils.sh 2025-10-10T00:34:38.9484623Z +++ declare -f -t trap_add 2025-10-10T00:34:38.9489300Z ++ set -ex -o pipefail 2025-10-10T00:34:38.9489922Z ++ [[ linux-jammy-rocm-py3.10 == *rocm* ]] 2025-10-10T00:34:38.9490514Z ++ unset HIP_PLATFORM 2025-10-10T00:34:38.9491007Z ++ export PYTORCH_TEST_WITH_ROCM=1 2025-10-10T00:34:38.9491544Z ++ PYTORCH_TEST_WITH_ROCM=1 2025-10-10T00:34:38.9492054Z ++ BUILD_TEST_LIBTORCH=0 2025-10-10T00:34:38.9497484Z ++ dirname .ci/pytorch/test.sh 2025-10-10T00:34:38.9509117Z + source .ci/pytorch/common-build.sh 2025-10-10T00:34:38.9510214Z ++ [[ linux-jammy-rocm-py3.10 != *win-* ]] 2025-10-10T00:34:38.9517811Z ++++ dirname .ci/pytorch/common-build.sh 2025-10-10T00:34:38.9527668Z +++ cd .ci/pytorch 2025-10-10T00:34:38.9528191Z +++ pwd -P 2025-10-10T00:34:38.9530512Z ++ script_dir=/var/lib/jenkins/pytorch/.ci/pytorch 2025-10-10T00:34:38.9531230Z ++ [[ linux-jammy-rocm-py3.10 == *-pch* ]] 2025-10-10T00:34:38.9531797Z ++ which sccache 2025-10-10T00:34:38.9547558Z ++ [[ -z '' ]] 2025-10-10T00:34:38.9548071Z ++ unset SCCACHE_BUCKET 2025-10-10T00:34:38.9548554Z ++ unset SCCACHE_REGION 2025-10-10T00:34:38.9549010Z ++ sccache --stop-server 2025-10-10T00:34:38.9578168Z ++ true 2025-10-10T00:34:38.9578700Z ++ rm -f /var/lib/jenkins/sccache_error.log 2025-10-10T00:34:38.9590655Z ++ trap_add sccache_epilogue EXIT 2025-10-10T00:34:38.9591300Z ++ trap_add_cmd=sccache_epilogue 2025-10-10T00:34:38.9591939Z ++ shift 2025-10-10T00:34:38.9592356Z ++ for trap_add_name in "$@" 2025-10-10T00:34:38.9598273Z ++++ trap -p EXIT 2025-10-10T00:34:38.9600675Z +++ eval 'extract_trap_cmd ' 2025-10-10T00:34:38.9601141Z ++++ extract_trap_cmd 2025-10-10T00:34:38.9601565Z ++++ printf '%s\n' '' 2025-10-10T00:34:38.9602024Z +++ printf '%s\n' sccache_epilogue 2025-10-10T00:34:38.9603607Z ++ trap -- ' 2025-10-10T00:34:38.9604023Z sccache_epilogue' EXIT 2025-10-10T00:34:38.9604459Z ++ [[ -n '' ]] 2025-10-10T00:34:38.9604898Z ++ [[ linux-jammy-rocm-py3.10 == *rocm* ]] 2025-10-10T00:34:38.9605610Z ++ SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-10-10T00:34:38.9606224Z ++ SCCACHE_IDLE_TIMEOUT=0 2025-10-10T00:34:38.9606683Z ++ sccache --start-server 2025-10-10T00:34:38.9626705Z sccache: Starting the server... 2025-10-10T00:34:38.9778972Z sccache: Listening on address 127.0.0.1:4226 2025-10-10T00:34:38.9788676Z ++ sccache --zero-stats 2025-10-10T00:34:38.9812949Z Statistics zeroed. 2025-10-10T00:34:38.9820468Z ++ which ccache 2025-10-10T00:34:38.9838391Z + [[ linux-jammy-rocm-py3.10 != *rocm* ]] 2025-10-10T00:34:38.9839045Z + [[ linux-jammy-rocm-py3.10 == *cuda* ]] 2025-10-10T00:34:38.9839632Z + echo 'Environment variables:' 2025-10-10T00:34:38.9840136Z Environment variables: 2025-10-10T00:34:38.9840557Z + env 2025-10-10T00:34:38.9849309Z GITHUB_WORKSPACE=/home/pytorchci/actions-runner/_work/pytorch/pytorch 2025-10-10T00:34:38.9850171Z CONTINUE_THROUGH_ERROR=True 2025-10-10T00:34:38.9850721Z BUILD_ENVIRONMENT=linux-jammy-rocm-py3.10 2025-10-10T00:34:38.9851314Z HOSTNAME=pytorch-rocm-hw-26 2025-10-10T00:34:38.9852363Z GITHUB_PATH=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/add_path_ee5022a2-ea1e-4ed5-a651-bb50f1f89096 2025-10-10T00:34:38.9853445Z GITHUB_ACTION=__run_2 2025-10-10T00:34:38.9853902Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0 2025-10-10T00:34:38.9854414Z GITHUB_RUN_NUMBER=31941 2025-10-10T00:34:38.9854839Z TEST_CONFIG=default 2025-10-10T00:34:38.9855275Z GITHUB_REPOSITORY_OWNER_ID=21003710 2025-10-10T00:34:38.9855813Z AWS_DEFAULT_REGION=us-east-1 2025-10-10T00:34:38.9856346Z GITHUB_TRIGGERING_ACTOR=pytorchmergebot 2025-10-10T00:34:38.9856902Z GITHUB_REF_TYPE=branch 2025-10-10T00:34:38.9857409Z BASE_SHA=344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:34:38.9858274Z HUGGING_FACE_HUB_TOKEN=*** 2025-10-10T00:34:38.9859231Z *** 2025-10-10T00:34:38.9859620Z GITHUB_REPOSITORY_ID=65600975 2025-10-10T00:34:38.9860132Z GITHUB_ACTIONS=true 2025-10-10T00:34:38.9860617Z SHA1=344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:34:38.9861253Z GITHUB_SHA=344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:34:38.9862124Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/rocm.yml@refs/heads/main 2025-10-10T00:34:38.9862926Z UCC_HOME=/usr 2025-10-10T00:34:38.9863328Z VERBOSE_TEST_LOGS=False 2025-10-10T00:34:38.9863780Z GITHUB_REF=refs/heads/main 2025-10-10T00:34:38.9864229Z SHARD_NUMBER=5 2025-10-10T00:34:38.9864702Z GITHUB_REF_PROTECTED=true 2025-10-10T00:34:38.9865238Z HOME=/var/lib/jenkins 2025-10-10T00:34:38.9865811Z GITHUB_API_URL=https://api.github.com 2025-10-10T00:34:38.9866492Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2025-10-10T00:34:38.9867963Z LANG=C.UTF-8 2025-10-10T00:34:38.9868535Z UCX_COMMIT=29831d319e6be55cb8c768ca61de335c934ca39e 2025-10-10T00:34:38.9869263Z PYTORCH_TEST_WITH_ROCM=1 2025-10-10T00:34:38.9869806Z NUM_TEST_SHARDS=6 2025-10-10T00:34:38.9870269Z UCX_HOME=/usr 2025-10-10T00:34:38.9871048Z GITHUB_STATE=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/save_state_ee5022a2-ea1e-4ed5-a651-bb50f1f89096 2025-10-10T00:34:38.9871866Z JOB_NAME=linux-jammy-rocm-py3.10 / test (default, 5, 6, linux.rocm.gpu.2) 2025-10-10T00:34:38.9872270Z MAGMA_HOME=/opt/rocm/magma 2025-10-10T00:34:38.9872791Z GITHUB_ENV=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/set_env_ee5022a2-ea1e-4ed5-a651-bb50f1f89096 2025-10-10T00:34:38.9873509Z GITHUB_EVENT_PATH=/home/pytorchci/actions-runner/_work/_temp/_github_workflow/event.json 2025-10-10T00:34:38.9873951Z GITHUB_EVENT_NAME=push 2025-10-10T00:34:38.9874180Z DASHBOARD_TAG= 2025-10-10T00:34:38.9874395Z GITHUB_RUN_ID=18392306192 2025-10-10T00:34:38.9874972Z GITHUB_STEP_SUMMARY=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/step_summary_ee5022a2-ea1e-4ed5-a651-bb50f1f89096 2025-10-10T00:34:38.9875579Z GITHUB_ACTOR=pytorchmergebot 2025-10-10T00:34:38.9875829Z PR_NUMBER= 2025-10-10T00:34:38.9876032Z GITHUB_RUN_ATTEMPT=1 2025-10-10T00:34:38.9876268Z ANACONDA_PYTHON_VERSION=3.10 2025-10-10T00:34:38.9876570Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2025-10-10T00:34:38.9876883Z TERM=vt100 2025-10-10T00:34:38.9877096Z INSTALLED_VISION=yes 2025-10-10T00:34:38.9877314Z BRANCH=main 2025-10-10T00:34:38.9877522Z OPENSSL_ROOT_DIR=/opt/openssl 2025-10-10T00:34:38.9877753Z TESTS_TO_INCLUDE= 2025-10-10T00:34:38.9878191Z GITHUB_ACTION_PATH=/home/pytorchci/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-rocm 2025-10-10T00:34:38.9878710Z GITHUB_SERVER_URL=https://github.com 2025-10-10T00:34:38.9879008Z PYTORCH_ROCM_ARCH=gfx90a;gfx942;gfx950 2025-10-10T00:34:38.9879329Z UCC_COMMIT=9f4b242cbbd8b1462cbc732eb29316cdfa124b77 2025-10-10T00:34:38.9879648Z REENABLED_ISSUES= 2025-10-10T00:34:38.9879853Z SHLVL=1 2025-10-10T00:34:38.9880043Z MAX_JOBS=62 2025-10-10T00:34:38.9880249Z GITHUB_ACTOR_ID=97764156 2025-10-10T00:34:38.9880554Z GITHUB_WORKFLOW_SHA=344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:34:38.9880897Z GITHUB_REF_NAME=main 2025-10-10T00:34:38.9881118Z ROCM_PATH=/opt/rocm 2025-10-10T00:34:38.9881329Z GITHUB_JOB=test 2025-10-10T00:34:38.9881538Z NO_TEST_TIMEOUT=False 2025-10-10T00:34:38.9881777Z GITHUB_REPOSITORY=pytorch/pytorch 2025-10-10T00:34:38.9882030Z LC_ALL=C.UTF-8 2025-10-10T00:34:38.9882238Z GITHUB_RETENTION_DAYS=90 2025-10-10T00:34:38.9882472Z OPENSSL_DIR=/opt/openssl 2025-10-10T00:34:38.9882711Z GITHUB_ACTION_REPOSITORY= 2025-10-10T00:34:38.9883582Z PATH=/opt/cache/bin:/opt/rocm/llvm/bin:/opt/rocm/opencl/bin:/opt/rocm/hip/bin:/opt/rocm/hcc/bin:/opt/rocm/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2025-10-10T00:34:38.9884432Z GITHUB_BASE_REF= 2025-10-10T00:34:38.9884636Z CI=true 2025-10-10T00:34:38.9884833Z GITHUB_REPOSITORY_OWNER=pytorch 2025-10-10T00:34:38.9885073Z JOB_ID=52406492291 2025-10-10T00:34:38.9885276Z GITHUB_HEAD_REF= 2025-10-10T00:34:38.9885474Z GITHUB_ACTION_REF= 2025-10-10T00:34:38.9885680Z TEST_SHOWLOCALS=False 2025-10-10T00:34:38.9885894Z GITHUB_WORKFLOW=rocm 2025-10-10T00:34:38.9886120Z DEBIAN_FRONTEND=noninteractive 2025-10-10T00:34:38.9886679Z GITHUB_OUTPUT=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/set_output_ee5022a2-ea1e-4ed5-a651-bb50f1f89096 2025-10-10T00:34:38.9887236Z NO_TD=False 2025-10-10T00:34:38.9887430Z OLDPWD=/var/lib/jenkins 2025-10-10T00:34:38.9887643Z _=/usr/bin/env 2025-10-10T00:34:38.9887922Z ++ python -c 'import site; print(site.getsitepackages()[0])' 2025-10-10T00:34:38.9978271Z + TORCH_INSTALL_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch 2025-10-10T00:34:38.9979413Z + TORCH_BIN_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2025-10-10T00:34:38.9980833Z + TORCH_LIB_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib 2025-10-10T00:34:38.9982153Z + TORCH_TEST_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/test 2025-10-10T00:34:38.9982910Z + BUILD_DIR=build 2025-10-10T00:34:38.9983358Z + BUILD_RENAMED_DIR=build_renamed 2025-10-10T00:34:38.9983873Z + BUILD_BIN_DIR=build/bin 2025-10-10T00:34:38.9984318Z + SHARD_NUMBER=5 2025-10-10T00:34:38.9984716Z + NUM_TEST_SHARDS=6 2025-10-10T00:34:38.9985158Z + export TORCH_SERIALIZATION_DEBUG=1 2025-10-10T00:34:38.9985717Z + TORCH_SERIALIZATION_DEBUG=1 2025-10-10T00:34:38.9986209Z + export VALGRIND=ON 2025-10-10T00:34:38.9986653Z + VALGRIND=ON 2025-10-10T00:34:38.9987096Z + [[ linux-jammy-rocm-py3.10 == *clang9* ]] 2025-10-10T00:34:38.9987682Z + [[ linux-jammy-rocm-py3.10 == *xpu* ]] 2025-10-10T00:34:38.9988205Z + detect_cuda_arch 2025-10-10T00:34:38.9988653Z + [[ linux-jammy-rocm-py3.10 == *cuda* ]] 2025-10-10T00:34:38.9989219Z + [[ linux-jammy-rocm-py3.10 == *s390x* ]] 2025-10-10T00:34:38.9989799Z + [[ 0 == \1 ]] 2025-10-10T00:34:38.9990190Z + [[ True == \1 ]] 2025-10-10T00:34:38.9990645Z + [[ linux-jammy-rocm-py3.10 != *bazel* ]] 2025-10-10T00:34:38.9991222Z ++ realpath build/custom_test_artifacts 2025-10-10T00:34:38.9999234Z + CUSTOM_TEST_ARTIFACT_BUILD_DIR=/var/lib/jenkins/pytorch/build/custom_test_artifacts 2025-10-10T00:34:39.0000069Z + [[ -n '' ]] 2025-10-10T00:34:39.0000500Z + echo 'Environment variables' 2025-10-10T00:34:39.0000992Z Environment variables 2025-10-10T00:34:39.0001409Z + env 2025-10-10T00:34:39.0009047Z GITHUB_WORKSPACE=/home/pytorchci/actions-runner/_work/pytorch/pytorch 2025-10-10T00:34:39.0009857Z CONTINUE_THROUGH_ERROR=True 2025-10-10T00:34:39.0010402Z BUILD_ENVIRONMENT=linux-jammy-rocm-py3.10 2025-10-10T00:34:39.0010997Z HOSTNAME=pytorch-rocm-hw-26 2025-10-10T00:34:39.0012072Z GITHUB_PATH=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/add_path_ee5022a2-ea1e-4ed5-a651-bb50f1f89096 2025-10-10T00:34:39.0013182Z GITHUB_ACTION=__run_2 2025-10-10T00:34:39.0013658Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0 2025-10-10T00:34:39.0014182Z GITHUB_RUN_NUMBER=31941 2025-10-10T00:34:39.0014616Z TEST_CONFIG=default 2025-10-10T00:34:39.0015080Z GITHUB_REPOSITORY_OWNER_ID=21003710 2025-10-10T00:34:39.0015630Z AWS_DEFAULT_REGION=us-east-1 2025-10-10T00:34:39.0016157Z GITHUB_TRIGGERING_ACTOR=pytorchmergebot 2025-10-10T00:34:39.0016705Z GITHUB_REF_TYPE=branch 2025-10-10T00:34:39.0017206Z BASE_SHA=344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:34:39.0018050Z HUGGING_FACE_HUB_TOKEN=*** 2025-10-10T00:34:39.0018639Z *** 2025-10-10T00:34:39.0019034Z GITHUB_REPOSITORY_ID=65600975 2025-10-10T00:34:39.0019541Z GITHUB_ACTIONS=true 2025-10-10T00:34:39.0020039Z SHA1=344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:34:39.0020676Z GITHUB_SHA=344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:34:39.0021565Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/rocm.yml@refs/heads/main 2025-10-10T00:34:39.0022357Z UCC_HOME=/usr 2025-10-10T00:34:39.0022768Z TORCH_SERIALIZATION_DEBUG=1 2025-10-10T00:34:39.0023262Z VERBOSE_TEST_LOGS=False 2025-10-10T00:34:39.0023708Z GITHUB_REF=refs/heads/main 2025-10-10T00:34:39.0024154Z SHARD_NUMBER=5 2025-10-10T00:34:39.0024613Z GITHUB_REF_PROTECTED=true 2025-10-10T00:34:39.0025148Z HOME=/var/lib/jenkins 2025-10-10T00:34:39.0025712Z GITHUB_API_URL=https://api.github.com 2025-10-10T00:34:39.0026388Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2025-10-10T00:34:39.0026973Z LANG=C.UTF-8 2025-10-10T00:34:39.0027532Z UCX_COMMIT=29831d319e6be55cb8c768ca61de335c934ca39e 2025-10-10T00:34:39.0028246Z PYTORCH_TEST_WITH_ROCM=1 2025-10-10T00:34:39.0028777Z NUM_TEST_SHARDS=6 2025-10-10T00:34:39.0029246Z UCX_HOME=/usr 2025-10-10T00:34:39.0030436Z GITHUB_STATE=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/save_state_ee5022a2-ea1e-4ed5-a651-bb50f1f89096 2025-10-10T00:34:39.0031390Z JOB_NAME=linux-jammy-rocm-py3.10 / test (default, 5, 6, linux.rocm.gpu.2) 2025-10-10T00:34:39.0031864Z MAGMA_HOME=/opt/rocm/magma 2025-10-10T00:34:39.0032583Z GITHUB_ENV=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/set_env_ee5022a2-ea1e-4ed5-a651-bb50f1f89096 2025-10-10T00:34:39.0033479Z GITHUB_EVENT_PATH=/home/pytorchci/actions-runner/_work/_temp/_github_workflow/event.json 2025-10-10T00:34:39.0033927Z GITHUB_EVENT_NAME=push 2025-10-10T00:34:39.0034156Z DASHBOARD_TAG= 2025-10-10T00:34:39.0034366Z GITHUB_RUN_ID=18392306192 2025-10-10T00:34:39.0034931Z GITHUB_STEP_SUMMARY=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/step_summary_ee5022a2-ea1e-4ed5-a651-bb50f1f89096 2025-10-10T00:34:39.0035538Z GITHUB_ACTOR=pytorchmergebot 2025-10-10T00:34:39.0035784Z PR_NUMBER= 2025-10-10T00:34:39.0035983Z GITHUB_RUN_ATTEMPT=1 2025-10-10T00:34:39.0036201Z VALGRIND=ON 2025-10-10T00:34:39.0036421Z ANACONDA_PYTHON_VERSION=3.10 2025-10-10T00:34:39.0036728Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2025-10-10T00:34:39.0037044Z TERM=vt100 2025-10-10T00:34:39.0037246Z INSTALLED_VISION=yes 2025-10-10T00:34:39.0037501Z BRANCH=main 2025-10-10T00:34:39.0037721Z OPENSSL_ROOT_DIR=/opt/openssl 2025-10-10T00:34:39.0037983Z TESTS_TO_INCLUDE= 2025-10-10T00:34:39.0038432Z GITHUB_ACTION_PATH=/home/pytorchci/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-rocm 2025-10-10T00:34:39.0038951Z GITHUB_SERVER_URL=https://github.com 2025-10-10T00:34:39.0039252Z PYTORCH_ROCM_ARCH=gfx90a;gfx942;gfx950 2025-10-10T00:34:39.0039581Z UCC_COMMIT=9f4b242cbbd8b1462cbc732eb29316cdfa124b77 2025-10-10T00:34:39.0039896Z REENABLED_ISSUES= 2025-10-10T00:34:39.0040105Z SHLVL=1 2025-10-10T00:34:39.0040293Z MAX_JOBS=62 2025-10-10T00:34:39.0040499Z GITHUB_ACTOR_ID=97764156 2025-10-10T00:34:39.0040812Z GITHUB_WORKFLOW_SHA=344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T00:34:39.0041156Z GITHUB_REF_NAME=main 2025-10-10T00:34:39.0041381Z ROCM_PATH=/opt/rocm 2025-10-10T00:34:39.0041596Z GITHUB_JOB=test 2025-10-10T00:34:39.0041833Z NO_TEST_TIMEOUT=False 2025-10-10T00:34:39.0042082Z GITHUB_REPOSITORY=pytorch/pytorch 2025-10-10T00:34:39.0042349Z LC_ALL=C.UTF-8 2025-10-10T00:34:39.0042557Z GITHUB_RETENTION_DAYS=90 2025-10-10T00:34:39.0042816Z OPENSSL_DIR=/opt/openssl 2025-10-10T00:34:39.0043069Z GITHUB_ACTION_REPOSITORY= 2025-10-10T00:34:39.0043933Z PATH=/opt/cache/bin:/opt/rocm/llvm/bin:/opt/rocm/opencl/bin:/opt/rocm/hip/bin:/opt/rocm/hcc/bin:/opt/rocm/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2025-10-10T00:34:39.0044805Z GITHUB_BASE_REF= 2025-10-10T00:34:39.0045015Z CI=true 2025-10-10T00:34:39.0045224Z GITHUB_REPOSITORY_OWNER=pytorch 2025-10-10T00:34:39.0045476Z JOB_ID=52406492291 2025-10-10T00:34:39.0045683Z GITHUB_HEAD_REF= 2025-10-10T00:34:39.0045888Z GITHUB_ACTION_REF= 2025-10-10T00:34:39.0046099Z TEST_SHOWLOCALS=False 2025-10-10T00:34:39.0046321Z GITHUB_WORKFLOW=rocm 2025-10-10T00:34:39.0046558Z DEBIAN_FRONTEND=noninteractive 2025-10-10T00:34:39.0047123Z GITHUB_OUTPUT=/home/pytorchci/actions-runner/_work/_temp/_runner_file_commands/set_output_ee5022a2-ea1e-4ed5-a651-bb50f1f89096 2025-10-10T00:34:39.0047720Z NO_TD=False 2025-10-10T00:34:39.0047941Z OLDPWD=/var/lib/jenkins 2025-10-10T00:34:39.0048172Z _=/usr/bin/env 2025-10-10T00:34:39.0048384Z + echo 'Testing pytorch' 2025-10-10T00:34:39.0048615Z Testing pytorch 2025-10-10T00:34:39.0048828Z + export LANG=C.UTF-8 2025-10-10T00:34:39.0049049Z + LANG=C.UTF-8 2025-10-10T00:34:39.0049253Z + PR_NUMBER= 2025-10-10T00:34:39.0049463Z + [[ default == \d\e\f\a\u\l\t ]] 2025-10-10T00:34:39.0049736Z + export CUDA_VISIBLE_DEVICES=0 2025-10-10T00:34:39.0049992Z + CUDA_VISIBLE_DEVICES=0 2025-10-10T00:34:39.0050238Z + export HIP_VISIBLE_DEVICES=0 2025-10-10T00:34:39.0050505Z + HIP_VISIBLE_DEVICES=0 2025-10-10T00:34:39.0050760Z + [[ default == \d\i\s\t\r\i\b\u\t\e\d ]] 2025-10-10T00:34:39.0051044Z + [[ default == \s\l\o\w ]] 2025-10-10T00:34:39.0051334Z + [[ linux-jammy-rocm-py3.10 == *slow-gradcheck* ]] 2025-10-10T00:34:39.0051673Z + [[ linux-jammy-rocm-py3.10 == *cuda* ]] 2025-10-10T00:34:39.0051971Z + [[ linux-jammy-rocm-py3.10 == *rocm* ]] 2025-10-10T00:34:39.0052288Z + export PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2025-10-10T00:34:39.0052952Z + PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2025-10-10T00:34:39.0053243Z + [[ default == *crossref* ]] 2025-10-10T00:34:39.0053510Z + [[ linux-jammy-rocm-py3.10 == *rocm* ]] 2025-10-10T00:34:39.0053788Z + export VALGRIND=OFF 2025-10-10T00:34:39.0054001Z + VALGRIND=OFF 2025-10-10T00:34:39.0054205Z + rocminfo 2025-10-10T00:34:39.0142121Z ROCk module version 6.8.5 is loaded 2025-10-10T00:34:39.0988622Z ===================== 2025-10-10T00:34:39.0989127Z HSA System Attributes 2025-10-10T00:34:39.0989691Z ===================== 2025-10-10T00:34:39.0990078Z Runtime Version: 1.18 2025-10-10T00:34:39.0990547Z Runtime Ext Version: 1.11 2025-10-10T00:34:39.0990995Z System Timestamp Freq.: 1000.000000MHz 2025-10-10T00:34:39.0991855Z Sig. Max Wait Duration: 18446744073709551615 (0xFFFFFFFFFFFFFFFF) (timestamp count) 2025-10-10T00:34:39.0992610Z Machine Model: LARGE 2025-10-10T00:34:39.0993237Z System Endianness: LITTLE 2025-10-10T00:34:39.0993792Z Mwaitx: DISABLED 2025-10-10T00:34:39.0994229Z XNACK enabled: NO 2025-10-10T00:34:39.0994698Z DMAbuf Support: YES 2025-10-10T00:34:39.0995155Z VMM Support: YES 2025-10-10T00:34:39.0995455Z 2025-10-10T00:34:39.0995627Z ========== 2025-10-10T00:34:39.0996045Z HSA Agents 2025-10-10T00:34:39.0996485Z ========== 2025-10-10T00:34:39.0996924Z ******* 2025-10-10T00:34:39.0997387Z Agent 1 2025-10-10T00:34:39.0997798Z ******* 2025-10-10T00:34:39.0998308Z Name: AMD EPYC 7513 32-Core Processor 2025-10-10T00:34:39.0998967Z Uuid: CPU-XX 2025-10-10T00:34:39.0999638Z Marketing Name: AMD EPYC 7513 32-Core Processor 2025-10-10T00:34:39.1000349Z Vendor Name: CPU 2025-10-10T00:34:39.1000774Z Feature: None specified 2025-10-10T00:34:39.1001102Z Profile: FULL_PROFILE 2025-10-10T00:34:39.1001388Z Float Round Mode: NEAR 2025-10-10T00:34:39.1001681Z Max Queue Number: 0(0x0) 2025-10-10T00:34:39.1001958Z Queue Min Size: 0(0x0) 2025-10-10T00:34:39.1002232Z Queue Max Size: 0(0x0) 2025-10-10T00:34:39.1002511Z Queue Type: MULTI 2025-10-10T00:34:39.1002777Z Node: 0 2025-10-10T00:34:39.1003046Z Device Type: CPU 2025-10-10T00:34:39.1003302Z Cache Info: 2025-10-10T00:34:39.1003518Z L1: 32768(0x8000) KB 2025-10-10T00:34:39.1003786Z Chip ID: 0(0x0) 2025-10-10T00:34:39.1004065Z ASIC Revision: 0(0x0) 2025-10-10T00:34:39.1004358Z Cacheline Size: 64(0x40) 2025-10-10T00:34:39.1004648Z Max Clock Freq. (MHz): 2600 2025-10-10T00:34:39.1004921Z BDFID: 0 2025-10-10T00:34:39.1005194Z Internal Node ID: 0 2025-10-10T00:34:39.1005472Z Compute Unit: 32 2025-10-10T00:34:39.1005746Z SIMDs per CU: 0 2025-10-10T00:34:39.1006020Z Shader Engines: 0 2025-10-10T00:34:39.1006308Z Shader Arrs. per Eng.: 0 2025-10-10T00:34:39.1006604Z WatchPts on Addr. Ranges:1 2025-10-10T00:34:39.1006862Z Memory Properties: 2025-10-10T00:34:39.1007425Z Features: None 2025-10-10T00:34:39.1007635Z Pool Info: 2025-10-10T00:34:39.1007831Z Pool 1 2025-10-10T00:34:39.1008071Z Segment: GLOBAL; FLAGS: FINE GRAINED 2025-10-10T00:34:39.1008358Z Size: 65839400(0x3eca128) KB 2025-10-10T00:34:39.1008634Z Allocatable: TRUE 2025-10-10T00:34:39.1008923Z Alloc Granule: 4KB 2025-10-10T00:34:39.1009228Z Alloc Recommended Granule:4KB 2025-10-10T00:34:39.1009541Z Alloc Alignment: 4KB 2025-10-10T00:34:39.1009841Z Accessible by all: TRUE 2025-10-10T00:34:39.1010102Z Pool 2 2025-10-10T00:34:39.1010339Z Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED 2025-10-10T00:34:39.1010623Z Size: 65839400(0x3eca128) KB 2025-10-10T00:34:39.1010908Z Allocatable: TRUE 2025-10-10T00:34:39.1011197Z Alloc Granule: 4KB 2025-10-10T00:34:39.1011497Z Alloc Recommended Granule:4KB 2025-10-10T00:34:39.1011804Z Alloc Alignment: 4KB 2025-10-10T00:34:39.1012106Z Accessible by all: TRUE 2025-10-10T00:34:39.1012369Z Pool 3 2025-10-10T00:34:39.1012603Z Segment: GLOBAL; FLAGS: KERNARG, FINE GRAINED 2025-10-10T00:34:39.1012881Z Size: 65839400(0x3eca128) KB 2025-10-10T00:34:39.1013161Z Allocatable: TRUE 2025-10-10T00:34:39.1013453Z Alloc Granule: 4KB 2025-10-10T00:34:39.1013763Z Alloc Recommended Granule:4KB 2025-10-10T00:34:39.1014079Z Alloc Alignment: 4KB 2025-10-10T00:34:39.1014375Z Accessible by all: TRUE 2025-10-10T00:34:39.1014629Z Pool 4 2025-10-10T00:34:39.1014874Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-10-10T00:34:39.1015143Z Size: 65839400(0x3eca128) KB 2025-10-10T00:34:39.1015415Z Allocatable: TRUE 2025-10-10T00:34:39.1015712Z Alloc Granule: 4KB 2025-10-10T00:34:39.1016019Z Alloc Recommended Granule:4KB 2025-10-10T00:34:39.1016323Z Alloc Alignment: 4KB 2025-10-10T00:34:39.1016614Z Accessible by all: TRUE 2025-10-10T00:34:39.1016879Z ISA Info: 2025-10-10T00:34:39.1017075Z ******* 2025-10-10T00:34:39.1017256Z Agent 2 2025-10-10T00:34:39.1017437Z ******* 2025-10-10T00:34:39.1017649Z Name: AMD EPYC 7513 32-Core Processor 2025-10-10T00:34:39.1017917Z Uuid: CPU-XX 2025-10-10T00:34:39.1018203Z Marketing Name: AMD EPYC 7513 32-Core Processor 2025-10-10T00:34:39.1018491Z Vendor Name: CPU 2025-10-10T00:34:39.1018761Z Feature: None specified 2025-10-10T00:34:39.1019030Z Profile: FULL_PROFILE 2025-10-10T00:34:39.1019304Z Float Round Mode: NEAR 2025-10-10T00:34:39.1019584Z Max Queue Number: 0(0x0) 2025-10-10T00:34:39.1019855Z Queue Min Size: 0(0x0) 2025-10-10T00:34:39.1020340Z Queue Max Size: 0(0x0) 2025-10-10T00:34:39.1020619Z Queue Type: MULTI 2025-10-10T00:34:39.1020875Z Node: 1 2025-10-10T00:34:39.1021138Z Device Type: CPU 2025-10-10T00:34:39.1021385Z Cache Info: 2025-10-10T00:34:39.1021590Z L1: 32768(0x8000) KB 2025-10-10T00:34:39.1021845Z Chip ID: 0(0x0) 2025-10-10T00:34:39.1022106Z ASIC Revision: 0(0x0) 2025-10-10T00:34:39.1022384Z Cacheline Size: 64(0x40) 2025-10-10T00:34:39.1022668Z Max Clock Freq. (MHz): 2600 2025-10-10T00:34:39.1022929Z BDFID: 0 2025-10-10T00:34:39.1023200Z Internal Node ID: 1 2025-10-10T00:34:39.1023481Z Compute Unit: 32 2025-10-10T00:34:39.1023745Z SIMDs per CU: 0 2025-10-10T00:34:39.1024018Z Shader Engines: 0 2025-10-10T00:34:39.1024359Z Shader Arrs. per Eng.: 0 2025-10-10T00:34:39.1024649Z WatchPts on Addr. Ranges:1 2025-10-10T00:34:39.1024907Z Memory Properties: 2025-10-10T00:34:39.1025101Z Features: None 2025-10-10T00:34:39.1025296Z Pool Info: 2025-10-10T00:34:39.1025479Z Pool 1 2025-10-10T00:34:39.1025718Z Segment: GLOBAL; FLAGS: FINE GRAINED 2025-10-10T00:34:39.1026006Z Size: 65997764(0x3ef0bc4) KB 2025-10-10T00:34:39.1026283Z Allocatable: TRUE 2025-10-10T00:34:39.1026582Z Alloc Granule: 4KB 2025-10-10T00:34:39.1037029Z Alloc Recommended Granule:4KB 2025-10-10T00:34:39.1037383Z Alloc Alignment: 4KB 2025-10-10T00:34:39.1037717Z Accessible by all: TRUE 2025-10-10T00:34:39.1037987Z Pool 2 2025-10-10T00:34:39.1038235Z Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED 2025-10-10T00:34:39.1038526Z Size: 65997764(0x3ef0bc4) KB 2025-10-10T00:34:39.1038814Z Allocatable: TRUE 2025-10-10T00:34:39.1039103Z Alloc Granule: 4KB 2025-10-10T00:34:39.1039408Z Alloc Recommended Granule:4KB 2025-10-10T00:34:39.1039714Z Alloc Alignment: 4KB 2025-10-10T00:34:39.1040028Z Accessible by all: TRUE 2025-10-10T00:34:39.1040290Z Pool 3 2025-10-10T00:34:39.1040530Z Segment: GLOBAL; FLAGS: KERNARG, FINE GRAINED 2025-10-10T00:34:39.1040805Z Size: 65997764(0x3ef0bc4) KB 2025-10-10T00:34:39.1041072Z Allocatable: TRUE 2025-10-10T00:34:39.1041354Z Alloc Granule: 4KB 2025-10-10T00:34:39.1041647Z Alloc Recommended Granule:4KB 2025-10-10T00:34:39.1041943Z Alloc Alignment: 4KB 2025-10-10T00:34:39.1042238Z Accessible by all: TRUE 2025-10-10T00:34:39.1042489Z Pool 4 2025-10-10T00:34:39.1042716Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-10-10T00:34:39.1043153Z Size: 65997764(0x3ef0bc4) KB 2025-10-10T00:34:39.1043554Z Allocatable: TRUE 2025-10-10T00:34:39.1043842Z Alloc Granule: 4KB 2025-10-10T00:34:39.1044136Z Alloc Recommended Granule:4KB 2025-10-10T00:34:39.1044438Z Alloc Alignment: 4KB 2025-10-10T00:34:39.1044735Z Accessible by all: TRUE 2025-10-10T00:34:39.1044992Z ISA Info: 2025-10-10T00:34:39.1045180Z ******* 2025-10-10T00:34:39.1045361Z Agent 3 2025-10-10T00:34:39.1045538Z ******* 2025-10-10T00:34:39.1045747Z Name: gfx90a 2025-10-10T00:34:39.1046015Z Uuid: GPU-271a6ab6e2bab443 2025-10-10T00:34:39.1046292Z Marketing Name: 2025-10-10T00:34:39.1046589Z Vendor Name: AMD 2025-10-10T00:34:39.1046864Z Feature: KERNEL_DISPATCH 2025-10-10T00:34:39.1047139Z Profile: BASE_PROFILE 2025-10-10T00:34:39.1047418Z Float Round Mode: NEAR 2025-10-10T00:34:39.1047701Z Max Queue Number: 128(0x80) 2025-10-10T00:34:39.1047980Z Queue Min Size: 64(0x40) 2025-10-10T00:34:39.1048252Z Queue Max Size: 131072(0x20000) 2025-10-10T00:34:39.1048525Z Queue Type: MULTI 2025-10-10T00:34:39.1048781Z Node: 2 2025-10-10T00:34:39.1049038Z Device Type: GPU 2025-10-10T00:34:39.1049284Z Cache Info: 2025-10-10T00:34:39.1049498Z L1: 16(0x10) KB 2025-10-10T00:34:39.1049752Z L2: 8192(0x2000) KB 2025-10-10T00:34:39.1049987Z Chip ID: 29711(0x740f) 2025-10-10T00:34:39.1050244Z ASIC Revision: 1(0x1) 2025-10-10T00:34:39.1050517Z Cacheline Size: 64(0x40) 2025-10-10T00:34:39.1050797Z Max Clock Freq. (MHz): 1700 2025-10-10T00:34:39.1051058Z BDFID: 768 2025-10-10T00:34:39.1051318Z Internal Node ID: 2 2025-10-10T00:34:39.1051590Z Compute Unit: 104 2025-10-10T00:34:39.1051857Z SIMDs per CU: 4 2025-10-10T00:34:39.1052131Z Shader Engines: 8 2025-10-10T00:34:39.1052419Z Shader Arrs. per Eng.: 1 2025-10-10T00:34:39.1052716Z WatchPts on Addr. Ranges:4 2025-10-10T00:34:39.1053019Z Coherent Host Access: FALSE 2025-10-10T00:34:39.1053291Z Memory Properties: 2025-10-10T00:34:39.1053505Z Features: KERNEL_DISPATCH 2025-10-10T00:34:39.1053779Z Fast F16 Operation: TRUE 2025-10-10T00:34:39.1054074Z Wavefront Size: 64(0x40) 2025-10-10T00:34:39.1054364Z Workgroup Max Size: 1024(0x400) 2025-10-10T00:34:39.1054630Z Workgroup Max Size per Dimension: 2025-10-10T00:34:39.1054859Z x 1024(0x400) 2025-10-10T00:34:39.1055096Z y 1024(0x400) 2025-10-10T00:34:39.1055324Z z 1024(0x400) 2025-10-10T00:34:39.1055694Z Max Waves Per CU: 32(0x20) 2025-10-10T00:34:39.1056079Z Max Work-item Per CU: 2048(0x800) 2025-10-10T00:34:39.1056368Z Grid Max Size: 4294967295(0xffffffff) 2025-10-10T00:34:39.1056621Z Grid Max Size per Dimension: 2025-10-10T00:34:39.1056841Z x 2147483647(0x7fffffff) 2025-10-10T00:34:39.1057080Z y 65535(0xffff) 2025-10-10T00:34:39.1057314Z z 65535(0xffff) 2025-10-10T00:34:39.1057586Z Max fbarriers/Workgrp: 32 2025-10-10T00:34:39.1057922Z Packet Processor uCode:: 83 2025-10-10T00:34:39.1058220Z SDMA engine uCode:: 8 2025-10-10T00:34:39.1058506Z IOMMU Support:: None 2025-10-10T00:34:39.1058762Z Pool Info: 2025-10-10T00:34:39.1058960Z Pool 1 2025-10-10T00:34:39.1059212Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-10-10T00:34:39.1059496Z Size: 67092480(0x3ffc000) KB 2025-10-10T00:34:39.1059772Z Allocatable: TRUE 2025-10-10T00:34:39.1060058Z Alloc Granule: 4KB 2025-10-10T00:34:39.1060362Z Alloc Recommended Granule:2048KB 2025-10-10T00:34:39.1060675Z Alloc Alignment: 4KB 2025-10-10T00:34:39.1060968Z Accessible by all: FALSE 2025-10-10T00:34:39.1061220Z Pool 2 2025-10-10T00:34:39.1061456Z Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED 2025-10-10T00:34:39.1061738Z Size: 67092480(0x3ffc000) KB 2025-10-10T00:34:39.1062017Z Allocatable: TRUE 2025-10-10T00:34:39.1062309Z Alloc Granule: 4KB 2025-10-10T00:34:39.1062606Z Alloc Recommended Granule:2048KB 2025-10-10T00:34:39.1062903Z Alloc Alignment: 4KB 2025-10-10T00:34:39.1063196Z Accessible by all: FALSE 2025-10-10T00:34:39.1063450Z Pool 3 2025-10-10T00:34:39.1063668Z Segment: GROUP 2025-10-10T00:34:39.1063928Z Size: 64(0x40) KB 2025-10-10T00:34:39.1064197Z Allocatable: FALSE 2025-10-10T00:34:39.1064481Z Alloc Granule: 0KB 2025-10-10T00:34:39.1064772Z Alloc Recommended Granule:0KB 2025-10-10T00:34:39.1065071Z Alloc Alignment: 0KB 2025-10-10T00:34:39.1065365Z Accessible by all: FALSE 2025-10-10T00:34:39.1065618Z ISA Info: 2025-10-10T00:34:39.1065801Z ISA 1 2025-10-10T00:34:39.1066040Z Name: amdgcn-amd-amdhsa--gfx90a:sramecc+:xnack- 2025-10-10T00:34:39.1066348Z Machine Models: HSA_MACHINE_MODEL_LARGE 2025-10-10T00:34:39.1066639Z Profiles: HSA_PROFILE_BASE 2025-10-10T00:34:39.1066929Z Default Rounding Mode: NEAR 2025-10-10T00:34:39.1067229Z Default Rounding Mode: NEAR 2025-10-10T00:34:39.1067511Z Fast f16: TRUE 2025-10-10T00:34:39.1067786Z Workgroup Max Size: 1024(0x400) 2025-10-10T00:34:39.1068051Z Workgroup Max Size per Dimension: 2025-10-10T00:34:39.1068393Z x 1024(0x400) 2025-10-10T00:34:39.1068724Z y 1024(0x400) 2025-10-10T00:34:39.1068955Z z 1024(0x400) 2025-10-10T00:34:39.1069210Z Grid Max Size: 4294967295(0xffffffff) 2025-10-10T00:34:39.1069465Z Grid Max Size per Dimension: 2025-10-10T00:34:39.1069684Z x 2147483647(0x7fffffff) 2025-10-10T00:34:39.1069914Z y 65535(0xffff) 2025-10-10T00:34:39.1070143Z z 65535(0xffff) 2025-10-10T00:34:39.1070404Z FBarrier Max Size: 32 2025-10-10T00:34:39.1070649Z ******* 2025-10-10T00:34:39.1070822Z Agent 4 2025-10-10T00:34:39.1070994Z ******* 2025-10-10T00:34:39.1071196Z Name: gfx90a 2025-10-10T00:34:39.1071465Z Uuid: GPU-918e4ec014ca3bc4 2025-10-10T00:34:39.1071807Z Marketing Name: 2025-10-10T00:34:39.1072082Z Vendor Name: AMD 2025-10-10T00:34:39.1072354Z Feature: KERNEL_DISPATCH 2025-10-10T00:34:39.1072626Z Profile: BASE_PROFILE 2025-10-10T00:34:39.1072898Z Float Round Mode: NEAR 2025-10-10T00:34:39.1073177Z Max Queue Number: 128(0x80) 2025-10-10T00:34:39.1073447Z Queue Min Size: 64(0x40) 2025-10-10T00:34:39.1073719Z Queue Max Size: 131072(0x20000) 2025-10-10T00:34:39.1073992Z Queue Type: MULTI 2025-10-10T00:34:39.1074252Z Node: 3 2025-10-10T00:34:39.1074517Z Device Type: GPU 2025-10-10T00:34:39.1074767Z Cache Info: 2025-10-10T00:34:39.1074969Z L1: 16(0x10) KB 2025-10-10T00:34:39.1075213Z L2: 8192(0x2000) KB 2025-10-10T00:34:39.1075472Z Chip ID: 29711(0x740f) 2025-10-10T00:34:39.1075736Z ASIC Revision: 1(0x1) 2025-10-10T00:34:39.1076015Z Cacheline Size: 64(0x40) 2025-10-10T00:34:39.1076291Z Max Clock Freq. (MHz): 1700 2025-10-10T00:34:39.1076553Z BDFID: 33536 2025-10-10T00:34:39.1076816Z Internal Node ID: 3 2025-10-10T00:34:39.1077087Z Compute Unit: 104 2025-10-10T00:34:39.1077367Z SIMDs per CU: 4 2025-10-10T00:34:39.1077638Z Shader Engines: 8 2025-10-10T00:34:39.1077921Z Shader Arrs. per Eng.: 1 2025-10-10T00:34:39.1078211Z WatchPts on Addr. Ranges:4 2025-10-10T00:34:39.1078507Z Coherent Host Access: FALSE 2025-10-10T00:34:39.1078767Z Memory Properties: 2025-10-10T00:34:39.1078978Z Features: KERNEL_DISPATCH 2025-10-10T00:34:39.1079235Z Fast F16 Operation: TRUE 2025-10-10T00:34:39.1079512Z Wavefront Size: 64(0x40) 2025-10-10T00:34:39.1079792Z Workgroup Max Size: 1024(0x400) 2025-10-10T00:34:39.1080064Z Workgroup Max Size per Dimension: 2025-10-10T00:34:39.1080280Z x 1024(0x400) 2025-10-10T00:34:39.1080775Z y 1024(0x400) 2025-10-10T00:34:39.1081001Z z 1024(0x400) 2025-10-10T00:34:39.1081252Z Max Waves Per CU: 32(0x20) 2025-10-10T00:34:39.1081529Z Max Work-item Per CU: 2048(0x800) 2025-10-10T00:34:39.1081805Z Grid Max Size: 4294967295(0xffffffff) 2025-10-10T00:34:39.1082050Z Grid Max Size per Dimension: 2025-10-10T00:34:39.1082253Z x 2147483647(0x7fffffff) 2025-10-10T00:34:39.1082481Z y 65535(0xffff) 2025-10-10T00:34:39.1082705Z z 65535(0xffff) 2025-10-10T00:34:39.1082975Z Max fbarriers/Workgrp: 32 2025-10-10T00:34:39.1083295Z Packet Processor uCode:: 83 2025-10-10T00:34:39.1083610Z SDMA engine uCode:: 8 2025-10-10T00:34:39.1083921Z IOMMU Support:: None 2025-10-10T00:34:39.1084182Z Pool Info: 2025-10-10T00:34:39.1084383Z Pool 1 2025-10-10T00:34:39.1084632Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-10-10T00:34:39.1084923Z Size: 67092480(0x3ffc000) KB 2025-10-10T00:34:39.1085206Z Allocatable: TRUE 2025-10-10T00:34:39.1085502Z Alloc Granule: 4KB 2025-10-10T00:34:39.1085812Z Alloc Recommended Granule:2048KB 2025-10-10T00:34:39.1086124Z Alloc Alignment: 4KB 2025-10-10T00:34:39.1086427Z Accessible by all: FALSE 2025-10-10T00:34:39.1086687Z Pool 2 2025-10-10T00:34:39.1086931Z Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED 2025-10-10T00:34:39.1087220Z Size: 67092480(0x3ffc000) KB 2025-10-10T00:34:39.1087498Z Allocatable: TRUE 2025-10-10T00:34:39.1087794Z Alloc Granule: 4KB 2025-10-10T00:34:39.1088098Z Alloc Recommended Granule:2048KB 2025-10-10T00:34:39.1088430Z Alloc Alignment: 4KB 2025-10-10T00:34:39.1088739Z Accessible by all: FALSE 2025-10-10T00:34:39.1089001Z Pool 3 2025-10-10T00:34:39.1089234Z Segment: GROUP 2025-10-10T00:34:39.1089503Z Size: 64(0x40) KB 2025-10-10T00:34:39.1089783Z Allocatable: FALSE 2025-10-10T00:34:39.1090082Z Alloc Granule: 0KB 2025-10-10T00:34:39.1090396Z Alloc Recommended Granule:0KB 2025-10-10T00:34:39.1090709Z Alloc Alignment: 0KB 2025-10-10T00:34:39.1091009Z Accessible by all: FALSE 2025-10-10T00:34:39.1091276Z ISA Info: 2025-10-10T00:34:39.1091473Z ISA 1 2025-10-10T00:34:39.1091722Z Name: amdgcn-amd-amdhsa--gfx90a:sramecc+:xnack- 2025-10-10T00:34:39.1092041Z Machine Models: HSA_MACHINE_MODEL_LARGE 2025-10-10T00:34:39.1092349Z Profiles: HSA_PROFILE_BASE 2025-10-10T00:34:39.1092656Z Default Rounding Mode: NEAR 2025-10-10T00:34:39.1092970Z Default Rounding Mode: NEAR 2025-10-10T00:34:39.1093261Z Fast f16: TRUE 2025-10-10T00:34:39.1093762Z Workgroup Max Size: 1024(0x400) 2025-10-10T00:34:39.1094042Z Workgroup Max Size per Dimension: 2025-10-10T00:34:39.1094291Z x 1024(0x400) 2025-10-10T00:34:39.1094548Z y 1024(0x400) 2025-10-10T00:34:39.1094792Z z 1024(0x400) 2025-10-10T00:34:39.1095056Z Grid Max Size: 4294967295(0xffffffff) 2025-10-10T00:34:39.1095322Z Grid Max Size per Dimension: 2025-10-10T00:34:39.1095550Z x 2147483647(0x7fffffff) 2025-10-10T00:34:39.1095798Z y 65535(0xffff) 2025-10-10T00:34:39.1096040Z z 65535(0xffff) 2025-10-10T00:34:39.1096317Z FBarrier Max Size: 32 2025-10-10T00:34:39.1096596Z *** Done *** 2025-10-10T00:34:39.1170677Z + rocminfo 2025-10-10T00:34:39.1174214Z + grep -E 'Name:.*\sgfx|Marketing' 2025-10-10T00:34:39.2196760Z Marketing Name: AMD EPYC 7513 32-Core Processor 2025-10-10T00:34:39.2197685Z Marketing Name: AMD EPYC 7513 32-Core Processor 2025-10-10T00:34:39.2198416Z Name: gfx90a 2025-10-10T00:34:39.2199073Z Marketing Name: 2025-10-10T00:34:39.2199720Z Name: gfx90a 2025-10-10T00:34:39.2200357Z Marketing Name: 2025-10-10T00:34:39.2410900Z + MAYBE_ROCM=rocm/ 2025-10-10T00:34:39.2411531Z + [[ linux-jammy-rocm-py3.10 == *xpu* ]] 2025-10-10T00:34:39.2412174Z + [[ linux-jammy-rocm-py3.10 != *-bazel-* ]] 2025-10-10T00:34:39.2412765Z + pip_install ninja==1.10.2 2025-10-10T00:34:39.2413442Z + pip_install_pkg='python3 -m pip install --progress-bar off' 2025-10-10T00:34:39.2414268Z + python3 -m pip install --progress-bar off ninja==1.10.2 2025-10-10T00:34:39.6027123Z Collecting ninja==1.10.2 2025-10-10T00:34:39.6738578Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl.metadata (5.0 kB) 2025-10-10T00:34:39.6974134Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl (108 kB) 2025-10-10T00:34:40.0135475Z Installing collected packages: ninja 2025-10-10T00:34:40.0136152Z Attempting uninstall: ninja 2025-10-10T00:34:40.0142885Z Found existing installation: ninja 1.11.1.4 2025-10-10T00:34:40.0160998Z Uninstalling ninja-1.11.1.4: 2025-10-10T00:34:40.0256004Z Successfully uninstalled ninja-1.11.1.4 2025-10-10T00:34:40.0539241Z Successfully installed ninja-1.10.2 2025-10-10T00:34:40.0938246Z + export PATH=/var/lib/jenkins/.local/bin:/opt/cache/bin:/opt/rocm/llvm/bin:/opt/rocm/opencl/bin:/opt/rocm/hip/bin:/opt/rocm/hcc/bin:/opt/rocm/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2025-10-10T00:34:40.0941769Z + PATH=/var/lib/jenkins/.local/bin:/opt/cache/bin:/opt/rocm/llvm/bin:/opt/rocm/opencl/bin:/opt/rocm/hip/bin:/opt/rocm/hcc/bin:/opt/rocm/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2025-10-10T00:34:40.0943745Z + [[ linux-jammy-rocm-py3.10 == *aarch64* ]] 2025-10-10T00:34:40.0944346Z + [[ linux-jammy-rocm-py3.10 == *asan* ]] 2025-10-10T00:34:40.0944943Z + [[ linux-jammy-rocm-py3.10 == *-debug* ]] 2025-10-10T00:34:40.0945563Z + [[ linux-jammy-rocm-py3.10 != *-bazel-* ]] 2025-10-10T00:34:40.0946414Z + echo 'We are not in debug mode: linux-jammy-rocm-py3.10. Expect the assertion to pass' 2025-10-10T00:34:40.0947467Z We are not in debug mode: linux-jammy-rocm-py3.10. Expect the assertion to pass 2025-10-10T00:34:40.0948234Z + cd test 2025-10-10T00:34:40.0948841Z + python -c 'import torch; torch._C._crash_if_debug_asserts_fail(424242)' 2025-10-10T00:34:41.4609261Z + [[ default == \n\o\g\p\u\_\N\O\_\A\V\X\2 ]] 2025-10-10T00:34:41.4609565Z + [[ default == \n\o\g\p\u\_\A\V\X\5\1\2 ]] 2025-10-10T00:34:41.4609866Z + [[ default == \l\e\g\a\c\y\_\n\v\i\d\i\a\_\d\r\i\v\e\r ]] 2025-10-10T00:34:41.4614360Z + DYNAMO_BENCHMARK_FLAGS=() 2025-10-10T00:34:41.4614645Z + [[ default == *pr_time_benchmarks* ]] 2025-10-10T00:34:41.4614937Z + [[ default == *dynamo_eager* ]] 2025-10-10T00:34:41.4615204Z + [[ default == *aot_eager* ]] 2025-10-10T00:34:41.4615488Z + [[ default == *aot_inductor* ]] 2025-10-10T00:34:41.4615767Z + [[ default == *max_autotune_inductor* ]] 2025-10-10T00:34:41.4616064Z + [[ default == *inductor* ]] 2025-10-10T00:34:41.4616320Z + [[ default == *dynamic* ]] 2025-10-10T00:34:41.4616572Z + [[ default == *cpu* ]] 2025-10-10T00:34:41.4616843Z + DYNAMO_BENCHMARK_FLAGS+=(--device cuda) 2025-10-10T00:34:41.4638933Z + [[ linux-jammy-rocm-py3.10 == *libtorch* ]] 2025-10-10T00:34:41.4639312Z + [[ linux-jammy-rocm-py3.10 == *-bazel-* ]] 2025-10-10T00:34:41.4645160Z + cd test 2025-10-10T00:34:41.4645505Z + python -c 'import torch; print(torch.__config__.show())' 2025-10-10T00:34:42.6478241Z PyTorch built with: 2025-10-10T00:34:42.6478843Z - GCC 11.4 2025-10-10T00:34:42.6479275Z - C++ Version: 201703 2025-10-10T00:34:42.6480288Z - Intel(R) oneAPI Math Kernel Library Version 2024.2-Product Build 20240605 for Intel(R) 64 architecture applications 2025-10-10T00:34:42.6481540Z - Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d) 2025-10-10T00:34:42.6482315Z - OpenMP 201511 (a.k.a. OpenMP 4.5) 2025-10-10T00:34:42.6482919Z - LAPACK is enabled (usually provided by MKL) 2025-10-10T00:34:42.6483499Z - NNPACK is enabled 2025-10-10T00:34:42.6483968Z - CPU capability usage: AVX2 2025-10-10T00:34:42.6484465Z - HIP Runtime 7.0.51831 2025-10-10T00:34:42.6484921Z - MIOpen 3.5.0 2025-10-10T00:34:42.6485321Z - Magma 2.9.0 2025-10-10T00:34:42.6492914Z - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, COMMIT_SHA=344e6365a0068c2d2847fcec0c55dd53291d475e, CXX_COMPILER=/opt/cache/bin/c++, CXX_FLAGS= -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOCUPTI -DLIBKINETO_NOXPUPTI=ON -DUSE_FBGEMM -DUSE_FBGEMM_GENAI -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -DC10_NODEPRECATED -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=range-loop-construct -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-unknown-pragmas -Wno-unused-parameter -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wsuggest-override -Wno-psabi -Wno-error=old-style-cast -faligned-new -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, TORCH_VERSION=2.10.0, USE_CUDA=OFF, USE_CUDNN=OFF, USE_CUSPARSELT=OFF, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=ON, USE_ROCM_KERNEL_ASSERT=OFF, USE_XCCL=OFF, USE_XPU=OFF, 2025-10-10T00:34:42.6500696Z 2025-10-10T00:34:42.9298549Z + cd test 2025-10-10T00:34:42.9299301Z + python -c 'import torch; print(torch.__config__.parallel_info())' 2025-10-10T00:34:44.0254707Z ATen/Parallel: 2025-10-10T00:34:44.0255269Z at::get_num_threads() : 64 2025-10-10T00:34:44.0255829Z at::get_num_interop_threads() : 64 2025-10-10T00:34:44.0256414Z OpenMP 201511 (a.k.a. OpenMP 4.5) 2025-10-10T00:34:44.0256964Z omp_get_max_threads() : 64 2025-10-10T00:34:44.0257932Z Intel(R) oneAPI Math Kernel Library Version 2024.2-Product Build 20240605 for Intel(R) 64 architecture applications 2025-10-10T00:34:44.0258931Z mkl_get_max_threads() : 64 2025-10-10T00:34:44.0259629Z Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d) 2025-10-10T00:34:44.0260426Z std::thread::hardware_concurrency() : 64 2025-10-10T00:34:44.0260987Z Environment variables: 2025-10-10T00:34:44.0261448Z OMP_NUM_THREADS : [not set] 2025-10-10T00:34:44.0261941Z MKL_NUM_THREADS : [not set] 2025-10-10T00:34:44.0263391Z ATen parallel backend: OpenMP 2025-10-10T00:34:44.0263725Z 2025-10-10T00:34:44.2756148Z + [[ default == *numpy_2* ]] 2025-10-10T00:34:44.2756730Z + [[ linux-jammy-rocm-py3.10 == *aarch64* ]] 2025-10-10T00:34:44.2757260Z + [[ default == *backward* ]] 2025-10-10T00:34:44.2757674Z + [[ default == *xla* ]] 2025-10-10T00:34:44.2758060Z + [[ default == *vllm* ]] 2025-10-10T00:34:44.2758522Z + [[ default == *executorch* ]] 2025-10-10T00:34:44.2759037Z + [[ default == \j\i\t\_\l\e\g\a\c\y ]] 2025-10-10T00:34:44.2759614Z + [[ default == \q\u\a\n\t\i\z\a\t\i\o\n ]] 2025-10-10T00:34:44.2760231Z + [[ linux-jammy-rocm-py3.10 == *libtorch* ]] 2025-10-10T00:34:44.2760838Z + [[ default == distributed ]] 2025-10-10T00:34:44.2761182Z + [[ default == *operator_benchmark* ]] 2025-10-10T00:34:44.2761486Z + [[ default == *operator_microbenchmark* ]] 2025-10-10T00:34:44.2761770Z + [[ default == *inductor_distributed* ]] 2025-10-10T00:34:44.2762024Z + [[ default == *inductor-halide* ]] 2025-10-10T00:34:44.2762296Z + [[ default == *inductor-triton-cpu* ]] 2025-10-10T00:34:44.2762558Z + [[ default == *inductor-micro-benchmark* ]] 2025-10-10T00:34:44.2762816Z + [[ default == *huggingface* ]] 2025-10-10T00:34:44.2763039Z + [[ default == *timm* ]] 2025-10-10T00:34:44.2763246Z + [[ default == cachebench ]] 2025-10-10T00:34:44.2763496Z + [[ default == verify_cachebench ]] 2025-10-10T00:34:44.2763732Z + [[ default == *torchbench* ]] 2025-10-10T00:34:44.2763965Z + [[ default == *inductor_cpp_wrapper* ]] 2025-10-10T00:34:44.2764216Z + [[ default == *inductor* ]] 2025-10-10T00:34:44.2764429Z + [[ default == *einops* ]] 2025-10-10T00:34:44.2764648Z + [[ default == *dynamo_wrapped* ]] 2025-10-10T00:34:44.2764899Z + [[ linux-jammy-rocm-py3.10 == *rocm* ]] 2025-10-10T00:34:44.2765150Z + [[ -n '' ]] 2025-10-10T00:34:44.2765324Z + [[ 5 == 1 ]] 2025-10-10T00:34:44.2765492Z + [[ 5 == 2 ]] 2025-10-10T00:34:44.2765658Z + [[ 5 -gt 2 ]] 2025-10-10T00:34:44.2765838Z + install_torchvision 2025-10-10T00:34:44.2766031Z + local orig_preload 2025-10-10T00:34:44.2766219Z + local commit 2025-10-10T00:34:44.2766409Z ++ get_pinned_commit vision 2025-10-10T00:34:44.2766629Z ++ cat .github/ci_commit_pins/vision.txt 2025-10-10T00:34:44.2783470Z + commit=966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-10-10T00:34:44.2783770Z + orig_preload= 2025-10-10T00:34:44.2783951Z + '[' -n '' ']' 2025-10-10T00:34:44.2784151Z + [[ linux-jammy-rocm-py3.10 == *cuda* ]] 2025-10-10T00:34:44.2784648Z + pip_build_and_install git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 dist/vision 2025-10-10T00:34:44.2785284Z + local build_target=git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-10-10T00:34:44.2785691Z + local wheel_dir=dist/vision 2025-10-10T00:34:44.2785892Z + local found_whl=0 2025-10-10T00:34:44.2786079Z + for file in "${wheel_dir}"/*.whl 2025-10-10T00:34:44.2786342Z + [[ -f dist/vision/*.whl ]] 2025-10-10T00:34:44.2786583Z + '[' 0 == 0 ']' 2025-10-10T00:34:44.2787237Z + python3 -m pip wheel --no-build-isolation --no-deps --no-use-pep517 -w dist/vision git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-10-10T00:34:44.5539917Z Collecting git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-10-10T00:34:44.5543940Z Cloning https://github.com/pytorch/vision.git (to revision 966da7e46f65d6d49df3e31214470a4fe5cc8e66) to /tmp/pip-req-build-05mvz7gi 2025-10-10T00:34:44.5582372Z Running command git clone --filter=blob:none --quiet https://github.com/pytorch/vision.git /tmp/pip-req-build-05mvz7gi 2025-10-10T00:35:07.1630774Z Running command git rev-parse -q --verify 'sha^966da7e46f65d6d49df3e31214470a4fe5cc8e66' 2025-10-10T00:35:07.1659567Z Running command git fetch -q https://github.com/pytorch/vision.git 966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-10-10T00:35:08.2414352Z Running command git checkout -q 966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-10-10T00:35:08.8241350Z Resolved https://github.com/pytorch/vision.git to commit 966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-10-10T00:35:11.1690278Z Preparing metadata (setup.py) ... [?25l- \ | / done 2025-10-10T00:35:11.1748105Z [?25hBuilding wheels for collected packages: torchvision 2025-10-10T00:35:11.1854753Z  DEPRECATION: Building 'torchvision' using the legacy setup.py bdist_wheel mechanism, which will be removed in a future version. pip 25.3 will enforce this behaviour change. A possible replacement is to use the standardized build interface by setting the `--use-pep517` option, (possibly combined with `--no-build-isolation`), or adding a `pyproject.toml` file to the source tree of 'torchvision'. Discussion can be found at https://github.com/pypa/pip/issues/6334 2025-10-10T00:36:12.0828289Z  Building wheel for torchvision (setup.py) ... [?25l- \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ done 2025-10-10T00:36:12.0867153Z [?25h Created wheel for torchvision: filename=torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl size=1713468 sha256=edb0d29cf63aa7f30097c105b91e050fad7466c2e788b29e5e0a6cfad16870eb 2025-10-10T00:36:12.0870332Z Stored in directory: /var/lib/jenkins/.cache/pip/wheels/9c/9d/3e/42fa2d5ac6ba44a90363f8fff0fa9e712e24d4f977637c81cb 2025-10-10T00:36:12.0933957Z Successfully built torchvision 2025-10-10T00:36:12.2056401Z + for file in "${wheel_dir}"/*.whl 2025-10-10T00:36:12.2057450Z + pip_install_whl dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl 2025-10-10T00:36:12.2058669Z + args=('dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl') 2025-10-10T00:36:12.2059468Z + local args 2025-10-10T00:36:12.2060194Z + [[ dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl == *\ * ]] 2025-10-10T00:36:12.2061058Z + for path in "${args[@]}" 2025-10-10T00:36:12.2061896Z + echo 'Installing dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl' 2025-10-10T00:36:12.2063083Z Installing dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl 2025-10-10T00:36:12.2064440Z + python3 -mpip install --no-index --no-deps dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl 2025-10-10T00:36:12.4939543Z Processing ./dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl 2025-10-10T00:36:12.5021148Z Installing collected packages: torchvision 2025-10-10T00:36:12.8672279Z Successfully installed torchvision-0.22.0a0+966da7e 2025-10-10T00:36:12.8999502Z + '[' -n '' ']' 2025-10-10T00:36:12.9000029Z + test_python_shard 5 2025-10-10T00:36:12.9000494Z + [[ -z 6 ]] 2025-10-10T00:36:12.9001853Z + python test/run_test.py --exclude-jit-executor --exclude-distributed-tests --exclude-quantization-tests --shard 5 6 --verbose --upload-artifacts-while-running 2025-10-10T00:36:15.4825103Z Excluding inductor/test_max_autotune on ROCm 2025-10-10T00:36:15.4825592Z Excluding test_cuda_nvml_based_avail on ROCm 2025-10-10T00:36:15.4825941Z Excluding test_openreg on ROCm 2025-10-10T00:36:16.3549217Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to /var/lib/jenkins/pytorch/test/.pytorch-disabled-tests.json 2025-10-10T00:36:16.6872842Z Ignoring disabled issues: [''] 2025-10-10T00:36:16.7080428Z Found test times from artifacts 2025-10-10T00:36:16.7609348Z Found test times from artifacts 2025-10-10T00:36:16.7619103Z Running all tests 2025-10-10T00:36:16.8065291Z Running parallel tests on 2 processes 2025-10-10T00:36:16.8077116Z Name: tests to run (est. time: 136.75min) 2025-10-10T00:36:16.8077567Z Serial tests (0): 2025-10-10T00:36:16.8077806Z Parallel tests (217): 2025-10-10T00:36:16.8078084Z inductor/test_aot_inductor 3/5 2025-10-10T00:36:16.8078388Z inductor/test_torchinductor_opinfo 2/16 2025-10-10T00:36:16.8078717Z inductor/test_torchinductor_opinfo 4/16 2025-10-10T00:36:16.8079027Z inductor/test_torchinductor_opinfo 12/16 2025-10-10T00:36:16.8079345Z inductor/test_torchinductor_opinfo 14/16 2025-10-10T00:36:16.8080312Z inductor/test_torchinductor_dynamic_shapes 5/8 2025-10-10T00:36:16.8080675Z inductor/test_torchinductor_dynamic_shapes 7/8 2025-10-10T00:36:16.8081068Z inductor/test_torchinductor_codegen_dynamic_shapes 6/7 2025-10-10T00:36:16.8081479Z inductor/test_torchinductor_codegen_dynamic_shapes 7/7 2025-10-10T00:36:16.8081835Z inductor/test_cpu_select_algorithm 1/1 2025-10-10T00:36:16.8082150Z inductor/test_compile_subprocess 2/2 2025-10-10T00:36:16.8082465Z inductor/test_aot_inductor_arrayref 2/2 2025-10-10T00:36:16.8082799Z inductor/test_mkldnn_pattern_matcher 2/2 2025-10-10T00:36:16.8083097Z dynamo/test_logging 1/1 2025-10-10T00:36:16.8083356Z inductor/test_flex_decoding 1/4 2025-10-10T00:36:16.8083636Z inductor/test_ordered_set 1/1 2025-10-10T00:36:16.8083911Z dynamo/test_autograd_function 1/1 2025-10-10T00:36:16.8084193Z inductor/test_inplacing_pass 1/1 2025-10-10T00:36:16.8084484Z inductor/test_benchmarking 1/1 2025-10-10T00:36:16.8084775Z dynamo/test_guard_serialization 1/1 2025-10-10T00:36:16.8085086Z dynamo/test_recompile_ux 1/1 2025-10-10T00:36:16.8085373Z inductor/test_group_batch_fusion 1/1 2025-10-10T00:36:16.8085669Z dynamo/test_unspec 1/1 2025-10-10T00:36:16.8085935Z dynamo/test_modes 1/1 2025-10-10T00:36:16.8086191Z inductor/test_control_flow 1/7 2025-10-10T00:36:16.8086466Z inductor/test_control_flow 4/7 2025-10-10T00:36:16.8086735Z export/test_nativert 1/1 2025-10-10T00:36:16.8087000Z inductor/test_memory_planning 1/1 2025-10-10T00:36:16.8087306Z inductor/test_remote_cache 1/1 2025-10-10T00:36:16.8087568Z inductor/test_pad_mm 1/1 2025-10-10T00:36:16.8087815Z dynamo/test_after_aot 1/1 2025-10-10T00:36:16.8088091Z dynamo/test_backward_higher_order_ops 1/1 2025-10-10T00:36:16.8088388Z dynamo/test_base_hop 1/1 2025-10-10T00:36:16.8088637Z dynamo/test_base_output 1/1 2025-10-10T00:36:16.8088905Z dynamo/test_buffers_override 1/1 2025-10-10T00:36:16.8089185Z dynamo/test_bytecode_utils 1/1 2025-10-10T00:36:16.8089458Z dynamo/test_comptime 1/1 2025-10-10T00:36:16.8089711Z dynamo/test_config 1/1 2025-10-10T00:36:16.8089974Z dynamo/test_cudagraphs 1/1 2025-10-10T00:36:16.8090259Z dynamo/test_cudagraphs_expandable_segments 1/1 2025-10-10T00:36:16.8090565Z dynamo/test_debug_utils 1/1 2025-10-10T00:36:16.8090824Z dynamo/test_deque_reconstruct 1/1 2025-10-10T00:36:16.8091094Z dynamo/test_deviceguard 1/1 2025-10-10T00:36:16.8091336Z dynamo/test_dicts 1/1 2025-10-10T00:36:16.8091575Z dynamo/test_error_messages 1/1 2025-10-10T00:36:16.8091837Z dynamo/test_exc 1/1 2025-10-10T00:36:16.8092075Z dynamo/test_exceptions 1/1 2025-10-10T00:36:16.8092317Z dynamo/test_export 1/1 2025-10-10T00:36:16.8092561Z dynamo/test_export_mutations 1/1 2025-10-10T00:36:16.8092827Z dynamo/test_flat_apply 1/1 2025-10-10T00:36:16.8093070Z dynamo/test_frame_init 1/1 2025-10-10T00:36:16.8093311Z dynamo/test_fx_annotate 1/1 2025-10-10T00:36:16.8093614Z dynamo/test_fx_passes_pre_grad 1/1 2025-10-10T00:36:16.8093892Z dynamo/test_generator 1/1 2025-10-10T00:36:16.8094137Z dynamo/test_global 1/1 2025-10-10T00:36:16.8094376Z dynamo/test_graph_deduplication 1/1 2025-10-10T00:36:16.8094665Z dynamo/test_graph_region_tracker 1/1 2025-10-10T00:36:16.8094946Z dynamo/test_guard_manager 1/1 2025-10-10T00:36:16.8095210Z dynamo/test_higher_order_ops 1/1 2025-10-10T00:36:16.8095475Z dynamo/test_hooks 1/1 2025-10-10T00:36:16.8095717Z dynamo/test_inline_and_install 1/1 2025-10-10T00:36:16.8095993Z dynamo/test_nested_graph_breaks 1/1 2025-10-10T00:36:16.8096263Z dynamo/test_nops 1/1 2025-10-10T00:36:16.8096500Z dynamo/test_optimizers 1/1 2025-10-10T00:36:16.8096742Z dynamo/test_pgo 1/1 2025-10-10T00:36:16.8096976Z dynamo/test_pre_dispatch 1/1 2025-10-10T00:36:16.8097238Z dynamo/test_precompile_context 1/1 2025-10-10T00:36:16.8097509Z dynamo/test_profiler 1/1 2025-10-10T00:36:16.8097755Z dynamo/test_python_autograd 1/1 2025-10-10T00:36:16.8098293Z dynamo/test_python_dispatcher 1/1 2025-10-10T00:36:16.8098589Z dynamo/test_recompiles 1/1 2025-10-10T00:36:16.8098838Z dynamo/test_reconstruct 1/1 2025-10-10T00:36:16.8099094Z dynamo/test_reorder_logs 1/1 2025-10-10T00:36:16.8099351Z dynamo/test_resume 1/1 2025-10-10T00:36:16.8099600Z dynamo/test_sdpa 1/1 2025-10-10T00:36:16.8099837Z dynamo/test_sets 1/1 2025-10-10T00:36:16.8100077Z dynamo/test_skip_non_tensor 1/1 2025-10-10T00:36:16.8100348Z dynamo/test_sources 1/1 2025-10-10T00:36:16.8100597Z dynamo/test_subclasses 1/1 2025-10-10T00:36:16.8100849Z export/test_lift_unlift 1/1 2025-10-10T00:36:16.8101096Z export/test_package 1/1 2025-10-10T00:36:16.8101337Z export/test_pass_infra 1/1 2025-10-10T00:36:16.8101582Z export/test_passes 1/1 2025-10-10T00:36:16.8101818Z export/test_swap 1/1 2025-10-10T00:36:16.8102045Z export/test_tools 1/1 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inductor/test_inductor_annotations 1/1 2025-10-10T00:36:16.8106855Z inductor/test_inductor_utils 1/1 2025-10-10T00:36:16.8107134Z inductor/test_kernel_optimization 1/1 2025-10-10T00:36:16.8107427Z inductor/test_layout_optim 1/1 2025-10-10T00:36:16.8107702Z inductor/test_minifier_isolate 1/1 2025-10-10T00:36:16.8107978Z inductor/test_minifier_utils 1/1 2025-10-10T00:36:16.8108245Z inductor/test_mmdecomp 1/1 2025-10-10T00:36:16.8108527Z inductor/test_move_constructors_to_cuda 1/1 2025-10-10T00:36:16.8108834Z inductor/test_needs_exact_strides 1/1 2025-10-10T00:36:16.8109114Z inductor/test_online_softmax 1/1 2025-10-10T00:36:16.8109387Z inductor/test_op_completeness 1/1 2025-10-10T00:36:16.8109669Z inductor/test_op_dtype_prop 1/2 2025-10-10T00:36:16.8109943Z inductor/test_smoke 1/1 2025-10-10T00:36:16.8110181Z test_ops 5/9 2025-10-10T00:36:16.8110394Z test_matmul_cuda 1/1 2025-10-10T00:36:16.8110621Z test_modules 1/3 2025-10-10T00:36:16.8110837Z test_meta 4/4 2025-10-10T00:36:16.8111055Z test_decomp 6/17 2025-10-10T00:36:16.8111290Z test_decomp 12/17 2025-10-10T00:36:16.8111519Z functorch/test_ops 1/7 2025-10-10T00:36:16.8111855Z functorch/test_ops 7/7 2025-10-10T00:36:16.8112087Z test_jit 1/1 2025-10-10T00:36:16.8112309Z profiler/test_torch_tidy 1/1 2025-10-10T00:36:16.8112582Z nn/test_multihead_attention 1/1 2025-10-10T00:36:16.8112854Z test_numba_integration 1/1 2025-10-10T00:36:16.8113138Z torch_np/numpy_tests/core/test_multiarray 1/1 2025-10-10T00:36:16.8113434Z test_numa_binding 1/1 2025-10-10T00:36:16.8113669Z test_torchfuzz_repros 1/1 2025-10-10T00:36:16.8113906Z test_transformers 1/1 2025-10-10T00:36:16.8114146Z functorch/test_logging 1/1 2025-10-10T00:36:16.8114392Z functorch/test_minifier 1/1 2025-10-10T00:36:16.8114637Z functorch/test_parsing 1/1 2025-10-10T00:36:16.8114881Z functorch/test_rearrange 1/1 2025-10-10T00:36:16.8115150Z functorch/test_vmap_registrations 1/1 2025-10-10T00:36:16.8115449Z higher_order_ops/test_invoke_quant 1/1 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torch_np/numpy_tests/core/test_scalar_ctors 1/1 2025-10-10T00:36:16.8129790Z torch_np/numpy_tests/core/test_scalar_methods 1/1 2025-10-10T00:36:16.8130140Z torch_np/numpy_tests/core/test_scalarinherit 1/1 2025-10-10T00:36:16.8130479Z torch_np/numpy_tests/core/test_scalarmath 1/1 2025-10-10T00:36:16.8130809Z torch_np/numpy_tests/core/test_shape_base 1/1 2025-10-10T00:36:16.8131128Z torch_np/numpy_tests/fft/test_helper 1/1 2025-10-10T00:36:16.8131439Z torch_np/numpy_tests/fft/test_pocketfft 1/1 2025-10-10T00:36:16.8131751Z torch_np/numpy_tests/lib/test_arraypad 1/1 2025-10-10T00:36:16.8132076Z torch_np/numpy_tests/lib/test_arraysetops 1/1 2025-10-10T00:36:16.8132402Z torch_np/numpy_tests/lib/test_function_base 1/1 2025-10-10T00:36:16.8132738Z torch_np/numpy_tests/lib/test_histograms 1/1 2025-10-10T00:36:16.8133072Z torch_np/numpy_tests/lib/test_index_tricks 1/1 2025-10-10T00:36:16.8133681Z torch_np/numpy_tests/lib/test_shape_base_ 1/1 2025-10-10T00:36:16.8134008Z torch_np/numpy_tests/lib/test_twodim_base 1/1 2025-10-10T00:36:16.8134330Z torch_np/numpy_tests/lib/test_type_check 1/1 2025-10-10T00:36:16.8134645Z torch_np/numpy_tests/linalg/test_linalg 1/1 2025-10-10T00:36:16.8134944Z torch_np/test_basic 1/1 2025-10-10T00:36:16.8135196Z torch_np/test_binary_ufuncs 1/1 2025-10-10T00:36:16.8135465Z torch_np/test_dtype 1/1 2025-10-10T00:36:16.8135712Z torch_np/test_function_base 1/1 2025-10-10T00:36:16.8135979Z torch_np/test_indexing 1/1 2025-10-10T00:36:16.8136237Z torch_np/test_nep50_examples 1/1 2025-10-10T00:36:16.8136508Z torch_np/test_random 1/1 2025-10-10T00:36:16.8136758Z torch_np/test_reductions 1/1 2025-10-10T00:36:16.8137025Z torch_np/test_scalars_0D_arrays 1/1 2025-10-10T00:36:16.8137308Z torch_np/test_ufuncs_basic 1/1 2025-10-10T00:36:16.8137569Z torch_np/test_unary_ufuncs 1/1 2025-10-10T00:36:16.8137843Z typing/test_python_operators 1/1 2025-10-10T00:36:16.8138133Z Name: excluded (est. time: 0.0min) 2025-10-10T00:36:16.8138394Z Serial tests (0): 2025-10-10T00:36:16.8138611Z Parallel tests (0): 2025-10-10T00:36:16.8138950Z Running inductor/test_aot_inductor 3/5 ... [2025-10-10 00:36:16.811997] 2025-10-10T00:36:16.8139343Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:36:16.8140320Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor.py', '-m', 'serial', '--shard-id=3', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:36:16.812274] 2025-10-10T00:36:24.2932935Z 2025-10-10T00:36:24.2934566Z inductor/test_aot_inductor 3/5 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_3.5_1eddd1cc80f0ccae_.log 2025-10-10T00:36:24.2935756Z Running 0 items in this shard: 2025-10-10T00:36:24.2936023Z 2025-10-10T00:36:24.2936452Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-10-10T00:36:24.2937122Z Uploading artifacts took 0.00 seconds 2025-10-10T00:36:24.2938291Z Running inductor/test_torchinductor_opinfo 2/16 ... [2025-10-10 00:36:24.293426] 2025-10-10T00:36:24.2938941Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:36:24.2945643Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=2', '--num-shards=16', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:36:24.293888] 2025-10-10T00:36:31.9763000Z 2025-10-10T00:36:31.9764460Z inductor/test_torchinductor_opinfo 2/16 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_2.16_468ffabfa8eccaf6_.log 2025-10-10T00:36:31.9773523Z Running 0 items in this shard: 2025-10-10T00:36:31.9773698Z 2025-10-10T00:36:31.9774023Z Running inductor/test_torchinductor_opinfo 4/16 ... [2025-10-10 00:36:31.975755] 2025-10-10T00:36:31.9774404Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:36:31.9775246Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=4', '--num-shards=16', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:36:31.976061] 2025-10-10T00:36:39.5087090Z 2025-10-10T00:36:39.5089102Z inductor/test_torchinductor_opinfo 4/16 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_4.16_5011274edd7b220c_.log 2025-10-10T00:36:39.5090120Z Running 0 items in this shard: 2025-10-10T00:36:39.5090266Z 2025-10-10T00:36:39.5090454Z Running inductor/test_torchinductor_opinfo 12/16 ... [2025-10-10 00:36:39.507998] 2025-10-10T00:36:39.5090809Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:36:39.5092271Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=12', '--num-shards=16', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:36:39.508587] 2025-10-10T00:36:47.0399520Z 2025-10-10T00:36:47.0401410Z inductor/test_torchinductor_opinfo 12/16 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_12.16_ca121db700b75694_.log 2025-10-10T00:36:47.0403094Z Running 0 items in this shard: 2025-10-10T00:36:47.0403438Z 2025-10-10T00:36:47.0403932Z Running inductor/test_torchinductor_opinfo 14/16 ... [2025-10-10 00:36:47.039859] 2025-10-10T00:36:47.0404734Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:36:47.0407577Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=14', '--num-shards=16', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:36:47.040451] 2025-10-10T00:36:54.5709547Z 2025-10-10T00:36:54.5711322Z inductor/test_torchinductor_opinfo 14/16 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_14.16_c86f7de3b07ccf58_.log 2025-10-10T00:36:54.5712897Z Running 0 items in this shard: 2025-10-10T00:36:54.5713180Z 2025-10-10T00:36:54.5720726Z Running inductor/test_torchinductor_dynamic_shapes 5/8 ... [2025-10-10 00:36:54.571183] 2025-10-10T00:36:54.5721259Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:36:54.5722322Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'serial', '--shard-id=5', '--num-shards=8', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:36:54.571769] 2025-10-10T00:37:18.9352513Z 2025-10-10T00:37:18.9354272Z inductor/test_torchinductor_dynamic_shapes 5/8 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_5.8_8d28304eae58ae2b_.log 2025-10-10T00:37:18.9356310Z Running 1 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_block_sizes_dynamic_shapes_cpu 2025-10-10T00:37:18.9357352Z 2025-10-10T00:37:18.9359971Z Running inductor/test_torchinductor_dynamic_shapes 7/8 ... [2025-10-10 00:37:18.935549] 2025-10-10T00:37:18.9360931Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:37:18.9369277Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'serial', '--shard-id=7', '--num-shards=8', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:37:18.936202] 2025-10-10T00:37:25.2158582Z 2025-10-10T00:37:25.2160460Z inductor/test_torchinductor_dynamic_shapes 7/8 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_7.8_a98d47527b51dd44_.log 2025-10-10T00:37:25.2161314Z Running 0 items in this shard: 2025-10-10T00:37:25.2161510Z 2025-10-10T00:37:25.2163117Z Running inductor/test_torchinductor_codegen_dynamic_shapes 6/7 ... [2025-10-10 00:37:25.215394] 2025-10-10T00:37:25.2163552Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:37:25.2164465Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'serial', '--shard-id=6', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:37:25.215718] 2025-10-10T00:37:31.6445876Z 2025-10-10T00:37:31.6454354Z inductor/test_torchinductor_codegen_dynamic_shapes 6/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_6.7_aff643729e721aca_.log 2025-10-10T00:37:31.6455533Z Running 0 items in this shard: 2025-10-10T00:37:31.6455710Z 2025-10-10T00:37:31.6456008Z Running inductor/test_torchinductor_codegen_dynamic_shapes 7/7 ... [2025-10-10 00:37:31.644705] 2025-10-10T00:37:31.6456483Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:37:31.6457659Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'serial', '--shard-id=7', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:37:31.644997] 2025-10-10T00:37:47.2450719Z 2025-10-10T00:37:47.2451862Z inductor/test_torchinductor_codegen_dynamic_shapes 7/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_7.7_f5c7156e3dc05002_.log 2025-10-10T00:37:47.2453212Z Running 1 items in this shard: test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_large_block_sizes_dynamic_shapes_cuda 2025-10-10T00:37:47.2454044Z 2025-10-10T00:37:47.2454388Z Running inductor/test_cpu_select_algorithm 1/1 ... [2025-10-10 00:37:47.245114] 2025-10-10T00:37:47.2454869Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:37:47.2458289Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_select_algorithm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:37:47.245429] 2025-10-10T00:37:53.2096210Z 2025-10-10T00:37:53.2097410Z inductor/test_cpu_select_algorithm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_select_algorithm_1.1_686ed77105522900_.log 2025-10-10T00:37:53.2098259Z Running 0 items in this shard: 2025-10-10T00:37:53.2098482Z 2025-10-10T00:37:53.2102898Z Running inductor/test_compile_subprocess 2/2 ... [2025-10-10 00:37:53.209839] 2025-10-10T00:37:53.2103386Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:37:53.2108652Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile_subprocess.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:37:53.210384] 2025-10-10T00:37:59.2888633Z 2025-10-10T00:37:59.2890515Z inductor/test_compile_subprocess 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_subprocess_2.2_741161fa025c8960_.log 2025-10-10T00:37:59.2891828Z Running 0 items in this shard: 2025-10-10T00:37:59.2892120Z 2025-10-10T00:37:59.2898786Z Running inductor/test_aot_inductor_arrayref 2/2 ... [2025-10-10 00:37:59.289192] 2025-10-10T00:37:59.2899732Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:37:59.2903884Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_arrayref.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:37:59.289763] 2025-10-10T00:38:05.3182893Z 2025-10-10T00:38:05.3185036Z inductor/test_aot_inductor_arrayref 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_arrayref_2.2_6d6c6f3ae371514e_.log 2025-10-10T00:38:05.3186559Z Running 0 items in this shard: 2025-10-10T00:38:05.3186888Z 2025-10-10T00:38:05.3191210Z Running inductor/test_mkldnn_pattern_matcher 2/2 ... [2025-10-10 00:38:05.318558] 2025-10-10T00:38:05.3192254Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:38:05.3199114Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:38:05.319123] 2025-10-10T00:38:11.2973724Z 2025-10-10T00:38:11.2975783Z inductor/test_mkldnn_pattern_matcher 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_2.2_e2f787b5557b30a5_.log 2025-10-10T00:38:11.2977374Z Running 0 items in this shard: 2025-10-10T00:38:11.2977719Z 2025-10-10T00:38:11.2980545Z Running dynamo/test_logging 1/1 ... [2025-10-10 00:38:11.297628] 2025-10-10T00:38:11.2981255Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:38:11.2989065Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_logging.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:38:11.298179] 2025-10-10T00:38:17.0258821Z 2025-10-10T00:38:17.0260836Z dynamo/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_logging_1.1_00d2340af0455e7e_.log 2025-10-10T00:38:17.0262490Z Running 0 items in this shard: 2025-10-10T00:38:17.0262895Z 2025-10-10T00:38:17.0269748Z Running inductor/test_flex_decoding 1/4 ... [2025-10-10 00:38:17.026005] 2025-10-10T00:38:17.0270627Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:38:17.0272748Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_flex_decoding.py', '-m', 'serial', '--shard-id=1', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:38:17.026510] 2025-10-10T00:38:30.9213780Z 2025-10-10T00:38:30.9215927Z inductor/test_flex_decoding 1/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_decoding_1.4_ce7c73eb36e71918_.log 2025-10-10T00:38:30.9218903Z Running 2 items in this shard: test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_pow_2_headdim_head_dim_121_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_pow_2_headdim_head_dim_24_float16_cuda_float16 2025-10-10T00:38:30.9220723Z 2025-10-10T00:38:30.9221130Z Running inductor/test_ordered_set 1/1 ... [2025-10-10 00:38:30.921472] 2025-10-10T00:38:30.9221892Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:38:30.9227946Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_ordered_set.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:38:30.922130] 2025-10-10T00:38:33.6437002Z 2025-10-10T00:38:33.6438407Z inductor/test_ordered_set 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ordered_set_1.1_66ce31b18d917865_.log 2025-10-10T00:38:33.6439587Z Running 0 items in this shard: 2025-10-10T00:38:33.6439940Z 2025-10-10T00:38:33.6445074Z Running dynamo/test_autograd_function 1/1 ... [2025-10-10 00:38:33.643877] 2025-10-10T00:38:33.6445871Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:38:33.6449901Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_autograd_function.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:38:33.644463] 2025-10-10T00:38:39.2729392Z 2025-10-10T00:38:39.2730716Z dynamo/test_autograd_function 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_autograd_function_1.1_bc46cd3c6910dfff_.log 2025-10-10T00:38:39.2731515Z Running 0 items in this shard: 2025-10-10T00:38:39.2731692Z 2025-10-10T00:38:39.2736625Z Running inductor/test_inplacing_pass 1/1 ... [2025-10-10 00:38:39.273125] 2025-10-10T00:38:39.2737060Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:38:39.2745375Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inplacing_pass.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:38:39.273764] 2025-10-10T00:38:44.7512030Z 2025-10-10T00:38:44.7513843Z inductor/test_inplacing_pass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inplacing_pass_1.1_5913d104dc4dc118_.log 2025-10-10T00:38:44.7515333Z Running 0 items in this shard: 2025-10-10T00:38:44.7515665Z 2025-10-10T00:38:44.7519407Z Running inductor/test_benchmarking 1/1 ... [2025-10-10 00:38:44.751467] 2025-10-10T00:38:44.7520340Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:38:44.7527872Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_benchmarking.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:38:44.752075] 2025-10-10T00:38:50.3296381Z 2025-10-10T00:38:50.3298290Z inductor/test_benchmarking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_benchmarking_1.1_26ca29f495845ad2_.log 2025-10-10T00:38:50.3299675Z Running 0 items in this shard: 2025-10-10T00:38:50.3300008Z 2025-10-10T00:38:50.3305462Z Running dynamo/test_guard_serialization 1/1 ... [2025-10-10 00:38:50.330022] 2025-10-10T00:38:50.3306398Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:38:50.3313831Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_guard_serialization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:38:50.330580] 2025-10-10T00:38:56.0085270Z 2025-10-10T00:38:56.0086859Z dynamo/test_guard_serialization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_serialization_1.1_780f2dfddd14a7ca_.log 2025-10-10T00:38:56.0088369Z Running 0 items in this shard: 2025-10-10T00:38:56.0088717Z 2025-10-10T00:38:56.0091282Z Running dynamo/test_recompile_ux 1/1 ... [2025-10-10 00:38:56.008673] 2025-10-10T00:38:56.0092155Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:38:56.0100616Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompile_ux.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:38:56.009306] 2025-10-10T00:38:58.8308787Z 2025-10-10T00:38:58.8310477Z dynamo/test_recompile_ux 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompile_ux_1.1_3184183761eaaaee_.log 2025-10-10T00:38:58.8312353Z Running 0 items in this shard: 2025-10-10T00:38:58.8312919Z 2025-10-10T00:38:58.8318789Z Running inductor/test_group_batch_fusion 1/1 ... [2025-10-10 00:38:58.831022] 2025-10-10T00:38:58.8319705Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:38:58.8321654Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_group_batch_fusion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:38:58.831618] 2025-10-10T00:39:04.5093765Z 2025-10-10T00:39:04.5095946Z inductor/test_group_batch_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_group_batch_fusion_1.1_b7c1d37aef9c35d4_.log 2025-10-10T00:39:04.5097492Z Running 0 items in this shard: 2025-10-10T00:39:04.5097836Z 2025-10-10T00:39:04.5102589Z Running dynamo/test_unspec 1/1 ... [2025-10-10 00:39:04.509738] 2025-10-10T00:39:04.5103544Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:04.5110439Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_unspec.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:04.510352] 2025-10-10T00:39:07.8328772Z 2025-10-10T00:39:07.8330554Z dynamo/test_unspec 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unspec_1.1_9ac3fd391aeb64f0_.log 2025-10-10T00:39:07.8331962Z Running 0 items in this shard: 2025-10-10T00:39:07.8332312Z 2025-10-10T00:39:07.8333461Z Running dynamo/test_modes 1/1 ... [2025-10-10 00:39:07.833012] 2025-10-10T00:39:07.8334158Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:07.8339412Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_modes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:07.833370] 2025-10-10T00:39:13.6613712Z 2025-10-10T00:39:13.6615651Z dynamo/test_modes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_modes_1.1_e6e8afc0c2d7b5a1_.log 2025-10-10T00:39:13.6617187Z Running 0 items in this shard: 2025-10-10T00:39:13.6617525Z 2025-10-10T00:39:13.6620272Z Running inductor/test_control_flow 1/7 ... [2025-10-10 00:39:13.661543] 2025-10-10T00:39:13.6621044Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:13.6627778Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_control_flow.py', '-m', 'serial', '--shard-id=1', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:13.662120] 2025-10-10T00:39:19.4412963Z 2025-10-10T00:39:19.4414649Z inductor/test_control_flow 1/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_control_flow_1.7_548806d3c0f915f2_.log 2025-10-10T00:39:19.4415862Z Running 0 items in this shard: 2025-10-10T00:39:19.4416190Z 2025-10-10T00:39:19.4416665Z Running inductor/test_control_flow 4/7 ... [2025-10-10 00:39:19.441168] 2025-10-10T00:39:19.4417577Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:19.4421173Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_control_flow.py', '-m', 'serial', '--shard-id=4', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:19.441509] 2025-10-10T00:39:25.2197425Z 2025-10-10T00:39:25.2199243Z inductor/test_control_flow 4/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_control_flow_4.7_402398dfc370bc13_.log 2025-10-10T00:39:25.2200664Z Running 0 items in this shard: 2025-10-10T00:39:25.2201008Z 2025-10-10T00:39:25.2204648Z Running export/test_nativert 1/1 ... [2025-10-10 00:39:25.219736] 2025-10-10T00:39:25.2205085Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:25.2210183Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_nativert.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:25.220368] 2025-10-10T00:39:31.3983734Z 2025-10-10T00:39:31.3985350Z export/test_nativert 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_nativert_1.1_56a51f4523021a99_.log 2025-10-10T00:39:31.3986729Z Running 0 items in this shard: 2025-10-10T00:39:31.3987133Z 2025-10-10T00:39:31.3988794Z Running inductor/test_memory_planning 1/1 ... [2025-10-10 00:39:31.398489] 2025-10-10T00:39:31.3989751Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:31.3995588Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_memory_planning.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:31.399112] 2025-10-10T00:39:37.3772580Z 2025-10-10T00:39:37.3773643Z inductor/test_memory_planning 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_memory_planning_1.1_c29cf991740873a8_.log 2025-10-10T00:39:37.3774458Z Running 0 items in this shard: 2025-10-10T00:39:37.3774641Z 2025-10-10T00:39:37.3775266Z Running inductor/test_remote_cache 1/1 ... [2025-10-10 00:39:37.377208] 2025-10-10T00:39:37.3775675Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:37.3777401Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_remote_cache.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:37.377516] 2025-10-10T00:39:40.0977220Z 2025-10-10T00:39:40.0979124Z inductor/test_remote_cache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_remote_cache_1.1_6f1b383061c5c9e7_.log 2025-10-10T00:39:40.0980830Z Running 0 items in this shard: 2025-10-10T00:39:40.0981237Z 2025-10-10T00:39:40.0982607Z Running inductor/test_pad_mm 1/1 ... [2025-10-10 00:39:40.097554] 2025-10-10T00:39:40.0983348Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:40.0985218Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_pad_mm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:40.097845] 2025-10-10T00:39:45.6243186Z 2025-10-10T00:39:45.6245221Z inductor/test_pad_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_pad_mm_1.1_6c08e2d9923b96d3_.log 2025-10-10T00:39:45.6246638Z Running 0 items in this shard: 2025-10-10T00:39:45.6246865Z 2025-10-10T00:39:45.6248502Z Running dynamo/test_after_aot 1/1 ... [2025-10-10 00:39:45.624606] 2025-10-10T00:39:45.6249095Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:45.6253698Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_after_aot.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:45.624963] 2025-10-10T00:39:48.4958781Z 2025-10-10T00:39:48.4960474Z dynamo/test_after_aot 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_after_aot_1.1_d01ab8dd451830d8_.log 2025-10-10T00:39:48.4962063Z Running 0 items in this shard: 2025-10-10T00:39:48.4962462Z 2025-10-10T00:39:48.4967283Z Running dynamo/test_backward_higher_order_ops 1/1 ... [2025-10-10 00:39:48.496213] 2025-10-10T00:39:48.4968252Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:48.4976288Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_backward_higher_order_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:48.496820] 2025-10-10T00:39:51.3180302Z 2025-10-10T00:39:51.3182063Z dynamo/test_backward_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backward_higher_order_ops_1.1_ea23b1375dd09de7_.log 2025-10-10T00:39:51.3183676Z Running 0 items in this shard: 2025-10-10T00:39:51.3184004Z 2025-10-10T00:39:51.3188401Z Running dynamo/test_base_hop 1/1 ... [2025-10-10 00:39:51.318260] 2025-10-10T00:39:51.3189209Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:51.3195650Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_hop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:51.318796] 2025-10-10T00:39:54.1903033Z 2025-10-10T00:39:54.1904699Z dynamo/test_base_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_hop_1.1_967fed53fb549017_.log 2025-10-10T00:39:54.1906034Z Running 0 items in this shard: 2025-10-10T00:39:54.1906368Z 2025-10-10T00:39:54.1910313Z Running dynamo/test_base_output 1/1 ... [2025-10-10 00:39:54.190609] 2025-10-10T00:39:54.1911170Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:54.1920023Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_output.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:54.191153] 2025-10-10T00:39:57.0631322Z 2025-10-10T00:39:57.0633269Z dynamo/test_base_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_output_1.1_2ecc9ad8892bd47b_.log 2025-10-10T00:39:57.0634788Z Running 0 items in this shard: 2025-10-10T00:39:57.0635126Z 2025-10-10T00:39:57.0639190Z Running dynamo/test_buffers_override 1/1 ... [2025-10-10 00:39:57.063412] 2025-10-10T00:39:57.0640123Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:57.0648090Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_buffers_override.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:57.063959] 2025-10-10T00:39:59.7349655Z 2025-10-10T00:39:59.7351318Z dynamo/test_buffers_override 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_buffers_override_1.1_9ac5143d343f7b13_.log 2025-10-10T00:39:59.7352991Z Running 0 items in this shard: 2025-10-10T00:39:59.7353469Z 2025-10-10T00:39:59.7364925Z Running dynamo/test_bytecode_utils 1/1 ... [2025-10-10 00:39:59.735213] 2025-10-10T00:39:59.7365793Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:39:59.7369050Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_bytecode_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:39:59.735835] 2025-10-10T00:40:02.6072632Z 2025-10-10T00:40:02.6074075Z dynamo/test_bytecode_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_bytecode_utils_1.1_975a60746d3901ab_.log 2025-10-10T00:40:02.6075271Z Running 0 items in this shard: 2025-10-10T00:40:02.6075572Z 2025-10-10T00:40:02.6080236Z Running dynamo/test_comptime 1/1 ... [2025-10-10 00:40:02.607555] 2025-10-10T00:40:02.6081071Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:02.6087802Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_comptime.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:02.608093] 2025-10-10T00:40:05.5294066Z 2025-10-10T00:40:05.5295919Z dynamo/test_comptime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_comptime_1.1_e8909bc8aceb7e54_.log 2025-10-10T00:40:05.5297428Z Running 0 items in this shard: 2025-10-10T00:40:05.5297771Z 2025-10-10T00:40:05.5300286Z Running dynamo/test_config 1/1 ... [2025-10-10 00:40:05.529713] 2025-10-10T00:40:05.5301004Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:05.5309822Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_config.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:05.530256] 2025-10-10T00:40:08.3512789Z 2025-10-10T00:40:08.3514156Z dynamo/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_config_1.1_49790bf54c5235bf_.log 2025-10-10T00:40:08.3515479Z Running 0 items in this shard: 2025-10-10T00:40:08.3515804Z 2025-10-10T00:40:08.3519280Z Running dynamo/test_cudagraphs 1/1 ... [2025-10-10 00:40:08.351500] 2025-10-10T00:40:08.3519865Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:08.3521950Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:08.351983] 2025-10-10T00:40:11.1728400Z 2025-10-10T00:40:11.1729463Z dynamo/test_cudagraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_1.1_f036c4e3a9c43bd3_.log 2025-10-10T00:40:11.1730260Z Running 0 items in this shard: 2025-10-10T00:40:11.1730461Z 2025-10-10T00:40:11.1731735Z Running dynamo/test_cudagraphs_expandable_segments 1/1 ... [2025-10-10 00:40:11.172977] 2025-10-10T00:40:11.1732205Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:11.1735561Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs_expandable_segments.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:11.173269] 2025-10-10T00:40:14.2944344Z 2025-10-10T00:40:14.2946155Z dynamo/test_cudagraphs_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_expandable_segments_1.1_2eba39c4b10c759e_.log 2025-10-10T00:40:14.2947602Z Running 0 items in this shard: 2025-10-10T00:40:14.2947957Z 2025-10-10T00:40:14.2948859Z Running dynamo/test_debug_utils 1/1 ... [2025-10-10 00:40:14.294625] 2025-10-10T00:40:14.2949645Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:14.2953687Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:14.295129] 2025-10-10T00:40:17.5673157Z 2025-10-10T00:40:17.5674481Z dynamo/test_debug_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_debug_utils_1.1_7e98743c796810c8_.log 2025-10-10T00:40:17.5675625Z Running 0 items in this shard: 2025-10-10T00:40:17.5675916Z 2025-10-10T00:40:17.5677987Z Running dynamo/test_deque_reconstruct 1/1 ... [2025-10-10 00:40:17.567495] 2025-10-10T00:40:17.5678776Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:17.5683508Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_deque_reconstruct.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:17.567990] 2025-10-10T00:40:20.2889327Z 2025-10-10T00:40:20.2890213Z dynamo/test_deque_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deque_reconstruct_1.1_75c10230c35d4ae6_.log 2025-10-10T00:40:20.2891446Z Running 0 items in this shard: 2025-10-10T00:40:20.2891849Z 2025-10-10T00:40:20.2893219Z Running dynamo/test_deviceguard 1/1 ... [2025-10-10 00:40:20.289008] 2025-10-10T00:40:20.2894052Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:20.2900420Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_deviceguard.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:20.289555] 2025-10-10T00:40:23.4116863Z 2025-10-10T00:40:23.4118299Z dynamo/test_deviceguard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deviceguard_1.1_b079274cbff4bf5e_.log 2025-10-10T00:40:23.4119913Z Running 0 items in this shard: 2025-10-10T00:40:23.4120308Z 2025-10-10T00:40:23.4120943Z Running dynamo/test_dicts 1/1 ... [2025-10-10 00:40:23.411696] 2025-10-10T00:40:23.4121797Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:23.4127000Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_dicts.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:23.412325] 2025-10-10T00:40:26.3333144Z 2025-10-10T00:40:26.3334773Z dynamo/test_dicts 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_dicts_1.1_f1a869ce0aafe403_.log 2025-10-10T00:40:26.3336125Z Running 0 items in this shard: 2025-10-10T00:40:26.3336487Z 2025-10-10T00:40:26.3341280Z Running dynamo/test_error_messages 1/1 ... [2025-10-10 00:40:26.333608] 2025-10-10T00:40:26.3342205Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:26.3350242Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_error_messages.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:26.334162] 2025-10-10T00:40:29.2054133Z 2025-10-10T00:40:29.2055908Z dynamo/test_error_messages 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_error_messages_1.1_b7419c396ab73484_.log 2025-10-10T00:40:29.2057339Z Running 0 items in this shard: 2025-10-10T00:40:29.2057682Z 2025-10-10T00:40:29.2065601Z Running dynamo/test_exc 1/1 ... [2025-10-10 00:40:29.205840] 2025-10-10T00:40:29.2066243Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:29.2069955Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_exc.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:29.206464] 2025-10-10T00:40:32.2280981Z 2025-10-10T00:40:32.2282480Z dynamo/test_exc 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_exc_1.1_4678dd413b0563c2_.log 2025-10-10T00:40:32.2283970Z Running 0 items in this shard: 2025-10-10T00:40:32.2284385Z 2025-10-10T00:40:32.2287490Z Running dynamo/test_exceptions 1/1 ... [2025-10-10 00:40:32.228357] 2025-10-10T00:40:32.2288276Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:32.2296451Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_exceptions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:32.228951] 2025-10-10T00:40:35.1001374Z 2025-10-10T00:40:35.1003091Z dynamo/test_exceptions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_exceptions_1.1_2b9db6489f293f02_.log 2025-10-10T00:40:35.1004738Z Running 0 items in this shard: 2025-10-10T00:40:35.1005132Z 2025-10-10T00:40:35.1009211Z Running dynamo/test_export 1/1 ... [2025-10-10 00:40:35.100524] 2025-10-10T00:40:35.1009587Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:35.1013513Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_export.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:35.100945] 2025-10-10T00:40:38.4229991Z 2025-10-10T00:40:38.4232652Z dynamo/test_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_export_1.1_ece3c4c99f49fe63_.log 2025-10-10T00:40:38.4234708Z Running 0 items in this shard: 2025-10-10T00:40:38.4235114Z 2025-10-10T00:40:38.4243298Z Running dynamo/test_export_mutations 1/1 ... [2025-10-10 00:40:38.423323] 2025-10-10T00:40:38.4244175Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:38.4246140Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_export_mutations.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:38.423883] 2025-10-10T00:40:41.2950722Z 2025-10-10T00:40:41.2952455Z dynamo/test_export_mutations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_export_mutations_1.1_a5a8b155abef4aff_.log 2025-10-10T00:40:41.2954022Z Running 0 items in this shard: 2025-10-10T00:40:41.2954358Z 2025-10-10T00:40:41.2961408Z Running dynamo/test_flat_apply 1/1 ... [2025-10-10 00:40:41.295399] 2025-10-10T00:40:41.2962255Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:41.2965222Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_flat_apply.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:41.295955] 2025-10-10T00:40:44.1671337Z 2025-10-10T00:40:44.1673004Z dynamo/test_flat_apply 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_flat_apply_1.1_7d29e44067aef414_.log 2025-10-10T00:40:44.1674677Z Running 0 items in this shard: 2025-10-10T00:40:44.1675073Z 2025-10-10T00:40:44.1680076Z Running dynamo/test_frame_init 1/1 ... [2025-10-10 00:40:44.167472] 2025-10-10T00:40:44.1680950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:44.1687101Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_frame_init.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:44.168089] 2025-10-10T00:40:46.8398257Z 2025-10-10T00:40:46.8399933Z dynamo/test_frame_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_frame_init_1.1_d7eaa102fd88d9ca_.log 2025-10-10T00:40:46.8401087Z Running 0 items in this shard: 2025-10-10T00:40:46.8401363Z 2025-10-10T00:40:46.8402303Z Running dynamo/test_fx_annotate 1/1 ... [2025-10-10 00:40:46.839773] 2025-10-10T00:40:46.8402932Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:46.8409507Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_fx_annotate.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:46.840329] 2025-10-10T00:40:52.5684477Z 2025-10-10T00:40:52.5686034Z dynamo/test_fx_annotate 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_fx_annotate_1.1_bfcd78729d16c47d_.log 2025-10-10T00:40:52.5687541Z Running 0 items in this shard: 2025-10-10T00:40:52.5687949Z 2025-10-10T00:40:52.5689099Z Running dynamo/test_fx_passes_pre_grad 1/1 ... [2025-10-10 00:40:52.568475] 2025-10-10T00:40:52.5689983Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:52.5696290Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_fx_passes_pre_grad.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:52.568916] 2025-10-10T00:40:55.2397026Z 2025-10-10T00:40:55.2398711Z dynamo/test_fx_passes_pre_grad 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_fx_passes_pre_grad_1.1_f88261fc20aee1a9_.log 2025-10-10T00:40:55.2400991Z Running 0 items in this shard: 2025-10-10T00:40:55.2401755Z 2025-10-10T00:40:55.2402586Z Running dynamo/test_generator 1/1 ... [2025-10-10 00:40:55.239866] 2025-10-10T00:40:55.2403249Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:55.2410173Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_generator.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:55.240333] 2025-10-10T00:40:58.1114535Z 2025-10-10T00:40:58.1116268Z dynamo/test_generator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_generator_1.1_864058dd86b27a85_.log 2025-10-10T00:40:58.1117651Z Running 0 items in this shard: 2025-10-10T00:40:58.1118017Z 2025-10-10T00:40:58.1121996Z Running dynamo/test_global 1/1 ... [2025-10-10 00:40:58.111605] 2025-10-10T00:40:58.1122962Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:40:58.1127694Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_global.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:40:58.112208] 2025-10-10T00:41:00.9837776Z 2025-10-10T00:41:00.9838360Z dynamo/test_global 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_global_1.1_b756fc3c8afbf025_.log 2025-10-10T00:41:00.9839023Z Running 0 items in this shard: 2025-10-10T00:41:00.9839202Z 2025-10-10T00:41:00.9840838Z Running dynamo/test_graph_deduplication 1/1 ... [2025-10-10 00:41:00.983664] 2025-10-10T00:41:00.9841290Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:00.9844896Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_graph_deduplication.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:00.983965] 2025-10-10T00:41:03.8546887Z 2025-10-10T00:41:03.8548715Z dynamo/test_graph_deduplication 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_deduplication_1.1_a1ded59e36f44aa4_.log 2025-10-10T00:41:03.8550236Z Running 0 items in this shard: 2025-10-10T00:41:03.8550580Z 2025-10-10T00:41:03.8553487Z Running dynamo/test_graph_region_tracker 1/1 ... [2025-10-10 00:41:03.854892] 2025-10-10T00:41:03.8554303Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:03.8561618Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_graph_region_tracker.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:03.855468] 2025-10-10T00:41:06.7268819Z 2025-10-10T00:41:06.7270880Z dynamo/test_graph_region_tracker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_region_tracker_1.1_9f5d07d106950aa8_.log 2025-10-10T00:41:06.7272801Z Running 0 items in this shard: 2025-10-10T00:41:06.7273224Z 2025-10-10T00:41:06.7274462Z Running dynamo/test_guard_manager 1/1 ... [2025-10-10 00:41:06.727071] 2025-10-10T00:41:06.7275343Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:06.7286136Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_guard_manager.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:06.727596] 2025-10-10T00:41:09.4481102Z 2025-10-10T00:41:09.4482978Z dynamo/test_guard_manager 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_manager_1.1_8a506c4e7165cee0_.log 2025-10-10T00:41:09.4484425Z Running 0 items in this shard: 2025-10-10T00:41:09.4484765Z 2025-10-10T00:41:09.4488934Z Running dynamo/test_higher_order_ops 1/1 ... [2025-10-10 00:41:09.448457] 2025-10-10T00:41:09.4489294Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:09.4494582Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_higher_order_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:09.449058] 2025-10-10T00:41:15.9279822Z 2025-10-10T00:41:15.9281852Z dynamo/test_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_higher_order_ops_1.1_d882a169312cb482_.log 2025-10-10T00:41:15.9283658Z Running 0 items in this shard: 2025-10-10T00:41:15.9284060Z 2025-10-10T00:41:15.9287449Z Running dynamo/test_hooks 1/1 ... [2025-10-10 00:41:15.928243] 2025-10-10T00:41:15.9287945Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:15.9293985Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_hooks.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:15.928815] 2025-10-10T00:41:18.7499032Z 2025-10-10T00:41:18.7505599Z dynamo/test_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_hooks_1.1_3ab6412342e1df56_.log 2025-10-10T00:41:18.7506924Z Running 0 items in this shard: 2025-10-10T00:41:18.7507269Z 2025-10-10T00:41:18.7507722Z Running dynamo/test_inline_and_install 1/1 ... [2025-10-10 00:41:18.750194] 2025-10-10T00:41:18.7508516Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:18.7515818Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_inline_and_install.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:18.750857] 2025-10-10T00:41:22.0237310Z 2025-10-10T00:41:22.0239203Z dynamo/test_inline_and_install 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_inline_and_install_1.1_87b73b8dcd78551c_.log 2025-10-10T00:41:22.0240552Z Running 0 items in this shard: 2025-10-10T00:41:22.0240834Z 2025-10-10T00:41:22.0241697Z Running dynamo/test_nested_graph_breaks 1/1 ... [2025-10-10 00:41:22.023760] 2025-10-10T00:41:22.0242371Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:22.0249254Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_nested_graph_breaks.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:22.024345] 2025-10-10T00:41:24.8956908Z 2025-10-10T00:41:24.8958615Z dynamo/test_nested_graph_breaks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_nested_graph_breaks_1.1_60a5c6ebd059f083_.log 2025-10-10T00:41:24.8959915Z Running 0 items in this shard: 2025-10-10T00:41:24.8960219Z 2025-10-10T00:41:24.8964003Z Running dynamo/test_nops 1/1 ... [2025-10-10 00:41:24.895853] 2025-10-10T00:41:24.8964796Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:24.8972057Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_nops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:24.896412] 2025-10-10T00:41:27.7680956Z 2025-10-10T00:41:27.7682708Z dynamo/test_nops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_nops_1.1_f7a98e4bccd96475_.log 2025-10-10T00:41:27.7683995Z Running 0 items in this shard: 2025-10-10T00:41:27.7684352Z 2025-10-10T00:41:27.7686786Z Running dynamo/test_optimizers 1/1 ... [2025-10-10 00:41:27.768165] 2025-10-10T00:41:27.7689176Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:27.7692889Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_optimizers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:27.768766] 2025-10-10T00:41:30.5893665Z 2025-10-10T00:41:30.5894501Z dynamo/test_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_optimizers_1.1_b3b1148c7e69f8b2_.log 2025-10-10T00:41:30.5895093Z Running 0 items in this shard: 2025-10-10T00:41:30.5895243Z 2025-10-10T00:41:30.5896856Z Running dynamo/test_pgo 1/1 ... [2025-10-10 00:41:30.589451] 2025-10-10T00:41:30.5897550Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:30.5902447Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pgo.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:30.589790] 2025-10-10T00:41:33.4105304Z 2025-10-10T00:41:33.4106692Z dynamo/test_pgo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pgo_1.1_9e87b06007a7937c_.log 2025-10-10T00:41:33.4107739Z Running 0 items in this shard: 2025-10-10T00:41:33.4108018Z 2025-10-10T00:41:33.4112891Z Running dynamo/test_pre_dispatch 1/1 ... [2025-10-10 00:41:33.410876] 2025-10-10T00:41:33.4113585Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:33.4119590Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pre_dispatch.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:33.411443] 2025-10-10T00:41:36.1325722Z 2025-10-10T00:41:36.1327324Z dynamo/test_pre_dispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pre_dispatch_1.1_ca9b436511474060_.log 2025-10-10T00:41:36.1328561Z Running 0 items in this shard: 2025-10-10T00:41:36.1328843Z 2025-10-10T00:41:36.1331424Z Running dynamo/test_precompile_context 1/1 ... [2025-10-10 00:41:36.132738] 2025-10-10T00:41:36.1332382Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:36.1337576Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_precompile_context.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:36.133089] 2025-10-10T00:41:41.7096508Z 2025-10-10T00:41:41.7098296Z dynamo/test_precompile_context 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_precompile_context_1.1_8ea7e41713c14479_.log 2025-10-10T00:41:41.7100066Z Running 0 items in this shard: 2025-10-10T00:41:41.7100559Z 2025-10-10T00:41:41.7105666Z Running dynamo/test_profiler 1/1 ... [2025-10-10 00:41:41.710081] 2025-10-10T00:41:41.7106472Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:41.7109902Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:41.710559] 2025-10-10T00:41:44.5821100Z 2025-10-10T00:41:44.5822930Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_a9c139dedd7af6f8_.log 2025-10-10T00:41:44.5824285Z Running 0 items in this shard: 2025-10-10T00:41:44.5824616Z 2025-10-10T00:41:44.5827287Z Running dynamo/test_python_autograd 1/1 ... [2025-10-10 00:41:44.582327] 2025-10-10T00:41:44.5828087Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:44.5839970Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_autograd.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:44.582882] 2025-10-10T00:41:47.4542404Z 2025-10-10T00:41:47.4544191Z dynamo/test_python_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_autograd_1.1_d61ddadde8f64b87_.log 2025-10-10T00:41:47.4545666Z Running 0 items in this shard: 2025-10-10T00:41:47.4546015Z 2025-10-10T00:41:47.4549852Z Running dynamo/test_python_dispatcher 1/1 ... [2025-10-10 00:41:47.454497] 2025-10-10T00:41:47.4550763Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:47.4557492Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_dispatcher.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:47.455046] 2025-10-10T00:41:50.6278520Z 2025-10-10T00:41:50.6280713Z dynamo/test_python_dispatcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_dispatcher_1.1_ccee502652ea99ed_.log 2025-10-10T00:41:50.6282471Z Running 0 items in this shard: 2025-10-10T00:41:50.6282871Z 2025-10-10T00:41:50.6284680Z Running dynamo/test_recompiles 1/1 ... [2025-10-10 00:41:50.628148] 2025-10-10T00:41:50.6285554Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:50.6293937Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompiles.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:50.628808] 2025-10-10T00:41:53.5001531Z 2025-10-10T00:41:53.5003632Z dynamo/test_recompiles 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompiles_1.1_95fa2e136d20c97e_.log 2025-10-10T00:41:53.5005310Z Running 0 items in this shard: 2025-10-10T00:41:53.5005708Z 2025-10-10T00:41:53.5007685Z Running dynamo/test_reconstruct 1/1 ... [2025-10-10 00:41:53.500386] 2025-10-10T00:41:53.5008098Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:53.5016498Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_reconstruct.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:53.500949] 2025-10-10T00:41:59.0779752Z 2025-10-10T00:41:59.0781348Z dynamo/test_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reconstruct_1.1_7516fc065cf5e30a_.log 2025-10-10T00:41:59.0782524Z Running 0 items in this shard: 2025-10-10T00:41:59.0782819Z 2025-10-10T00:41:59.0787382Z Running dynamo/test_reorder_logs 1/1 ... [2025-10-10 00:41:59.078326] 2025-10-10T00:41:59.0788248Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:41:59.0793006Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_reorder_logs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:41:59.078886] 2025-10-10T00:42:01.9508257Z 2025-10-10T00:42:01.9509671Z dynamo/test_reorder_logs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reorder_logs_1.1_d336f9b6bcfddad7_.log 2025-10-10T00:42:01.9510873Z Running 0 items in this shard: 2025-10-10T00:42:01.9511151Z 2025-10-10T00:42:01.9512024Z Running dynamo/test_resume 1/1 ... [2025-10-10 00:42:01.950738] 2025-10-10T00:42:01.9512811Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:01.9515669Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_resume.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:01.951044] 2025-10-10T00:42:04.6218424Z 2025-10-10T00:42:04.6219814Z dynamo/test_resume 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_resume_1.1_db8f976da46bc82a_.log 2025-10-10T00:42:04.6220932Z Running 0 items in this shard: 2025-10-10T00:42:04.6221211Z 2025-10-10T00:42:04.6221481Z Running dynamo/test_sdpa 1/1 ... [2025-10-10 00:42:04.621802] 2025-10-10T00:42:04.6222097Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:04.6225853Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sdpa.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:04.622096] 2025-10-10T00:42:07.4928878Z 2025-10-10T00:42:07.4930682Z dynamo/test_sdpa 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sdpa_1.1_2d20cf06d1fc7dda_.log 2025-10-10T00:42:07.4931533Z Running 0 items in this shard: 2025-10-10T00:42:07.4931714Z 2025-10-10T00:42:07.4940363Z Running dynamo/test_sets 1/1 ... [2025-10-10 00:42:07.493384] 2025-10-10T00:42:07.4941137Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:07.4945320Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sets.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:07.493997] 2025-10-10T00:42:10.3162009Z 2025-10-10T00:42:10.3163580Z dynamo/test_sets 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sets_1.1_6922d7042bb63cdd_.log 2025-10-10T00:42:10.3164589Z Running 0 items in this shard: 2025-10-10T00:42:10.3164799Z 2025-10-10T00:42:10.3165552Z Running dynamo/test_skip_non_tensor 1/1 ... [2025-10-10 00:42:10.316162] 2025-10-10T00:42:10.3165949Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:10.3171901Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_skip_non_tensor.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:10.316785] 2025-10-10T00:42:13.2382536Z 2025-10-10T00:42:13.2384339Z dynamo/test_skip_non_tensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_skip_non_tensor_1.1_204012e020f4decb_.log 2025-10-10T00:42:13.2385793Z Running 0 items in this shard: 2025-10-10T00:42:13.2386135Z 2025-10-10T00:42:13.2388999Z Running dynamo/test_sources 1/1 ... [2025-10-10 00:42:13.238452] 2025-10-10T00:42:13.2389727Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:13.2396884Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sources.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:13.238997] 2025-10-10T00:42:15.9600300Z 2025-10-10T00:42:15.9602174Z dynamo/test_sources 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sources_1.1_4f7c87689e6a0d59_.log 2025-10-10T00:42:15.9603126Z Running 0 items in this shard: 2025-10-10T00:42:15.9603301Z 2025-10-10T00:42:15.9608099Z Running dynamo/test_subclasses 1/1 ... [2025-10-10 00:42:15.960406] 2025-10-10T00:42:15.9608625Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:15.9617981Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_subclasses.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:15.960986] 2025-10-10T00:42:21.7390499Z 2025-10-10T00:42:21.7391847Z dynamo/test_subclasses 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_subclasses_1.1_654a0a3dd39afc2f_.log 2025-10-10T00:42:21.7393036Z Running 0 items in this shard: 2025-10-10T00:42:21.7393326Z 2025-10-10T00:42:21.7400955Z Running export/test_lift_unlift 1/1 ... [2025-10-10 00:42:21.739334] 2025-10-10T00:42:21.7401798Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:21.7405406Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_lift_unlift.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:21.739919] 2025-10-10T00:42:24.4604711Z 2025-10-10T00:42:24.4606626Z export/test_lift_unlift 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_lift_unlift_1.1_5cbf1f6b3cab105d_.log 2025-10-10T00:42:24.4607483Z Running 0 items in this shard: 2025-10-10T00:42:24.4607658Z 2025-10-10T00:42:24.4611701Z Running export/test_package 1/1 ... [2025-10-10 00:42:24.460750] 2025-10-10T00:42:24.4612114Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:24.4615362Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_package.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:24.461081] 2025-10-10T00:42:27.1318200Z 2025-10-10T00:42:27.1319524Z export/test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_package_1.1_7014aa8b8d78d8ce_.log 2025-10-10T00:42:27.1320853Z Running 0 items in this shard: 2025-10-10T00:42:27.1321238Z 2025-10-10T00:42:27.1326790Z Running export/test_pass_infra 1/1 ... [2025-10-10 00:42:27.131803] 2025-10-10T00:42:27.1327707Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:27.1328675Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_pass_infra.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:27.132096] 2025-10-10T00:42:29.8524923Z 2025-10-10T00:42:29.8526768Z export/test_pass_infra 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_pass_infra_1.1_1bd604407d1fab74_.log 2025-10-10T00:42:29.8527528Z Running 0 items in this shard: 2025-10-10T00:42:29.8527713Z 2025-10-10T00:42:29.8533452Z Running export/test_passes 1/1 ... [2025-10-10 00:42:29.852818] 2025-10-10T00:42:29.8534494Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:29.8541530Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_passes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:29.853413] 2025-10-10T00:42:33.9774662Z 2025-10-10T00:42:33.9776571Z export/test_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_passes_1.1_d3f1dd8324250a76_.log 2025-10-10T00:42:33.9777911Z Running 0 items in this shard: 2025-10-10T00:42:33.9778251Z 2025-10-10T00:42:33.9783592Z Running export/test_swap 1/1 ... [2025-10-10 00:42:33.977849] 2025-10-10T00:42:33.9784406Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:33.9789905Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_swap.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:33.978420] 2025-10-10T00:42:36.6499684Z 2025-10-10T00:42:36.6502338Z export/test_swap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_swap_1.1_9b949601c5e6dcbf_.log 2025-10-10T00:42:36.6504024Z Running 0 items in this shard: 2025-10-10T00:42:36.6504361Z 2025-10-10T00:42:36.6505127Z Running export/test_tools 1/1 ... [2025-10-10 00:42:36.650127] 2025-10-10T00:42:36.6505833Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:36.6512971Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tools.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:36.650702] 2025-10-10T00:42:39.5723157Z 2025-10-10T00:42:39.5724974Z export/test_tools 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tools_1.1_0be93b8074547268_.log 2025-10-10T00:42:39.5726549Z Running 0 items in this shard: 2025-10-10T00:42:39.5726961Z 2025-10-10T00:42:39.5730864Z Running export/test_torchbind 1/1 ... [2025-10-10 00:42:39.572639] 2025-10-10T00:42:39.5731780Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:39.5736316Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_torchbind.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:39.573118] 2025-10-10T00:42:45.3008961Z 2025-10-10T00:42:45.3011153Z export/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_torchbind_1.1_511a44ab177f7d45_.log 2025-10-10T00:42:45.3012552Z Running 0 items in this shard: 2025-10-10T00:42:45.3012895Z 2025-10-10T00:42:45.3018424Z Running export/test_tree_utils 1/1 ... [2025-10-10 00:42:45.301319] 2025-10-10T00:42:45.3019432Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:45.3025338Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tree_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:45.301926] 2025-10-10T00:42:47.9728799Z 2025-10-10T00:42:47.9730504Z export/test_tree_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tree_utils_1.1_c4bd68678f7c1f55_.log 2025-10-10T00:42:47.9731884Z Running 0 items in this shard: 2025-10-10T00:42:47.9732227Z 2025-10-10T00:42:47.9734727Z Running export/test_unflatten 1/1 ... [2025-10-10 00:42:47.973109] 2025-10-10T00:42:47.9735550Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:47.9742603Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_unflatten.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:47.973689] 2025-10-10T00:42:50.6947537Z 2025-10-10T00:42:50.6949048Z export/test_unflatten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_1.1_9d020429bf6b5e58_.log 2025-10-10T00:42:50.6950307Z Running 0 items in this shard: 2025-10-10T00:42:50.6950594Z 2025-10-10T00:42:50.6962229Z Running export/test_unflatten_training_ir 1/1 ... [2025-10-10 00:42:50.695063] 2025-10-10T00:42:50.6963202Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:50.6965008Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_unflatten_training_ir.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:50.695648] 2025-10-10T00:42:53.4168500Z 2025-10-10T00:42:53.4169679Z export/test_unflatten_training_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_training_ir_1.1_ce89390e6560f720_.log 2025-10-10T00:42:53.4170567Z Running 0 items in this shard: 2025-10-10T00:42:53.4171670Z 2025-10-10T00:42:53.4171909Z Running export/test_upgrader 1/1 ... [2025-10-10 00:42:53.416822] 2025-10-10T00:42:53.4172322Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:53.4176155Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_upgrader.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:53.417265] 2025-10-10T00:42:56.0886118Z 2025-10-10T00:42:56.0887127Z export/test_upgrader 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_upgrader_1.1_8cfbc49af3a4acc8_.log 2025-10-10T00:42:56.0887843Z Running 0 items in this shard: 2025-10-10T00:42:56.0888030Z 2025-10-10T00:42:56.0891137Z Running export/test_verifier 1/1 ... [2025-10-10 00:42:56.088705] 2025-10-10T00:42:56.0891948Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:56.0894017Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_verifier.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:56.089043] 2025-10-10T00:42:58.7598078Z 2025-10-10T00:42:58.7599559Z export/test_verifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_verifier_1.1_fb02bc5076e6bdab_.log 2025-10-10T00:42:58.7600875Z Running 0 items in this shard: 2025-10-10T00:42:58.7601217Z 2025-10-10T00:42:58.7606314Z Running inductor/test_alignment 1/1 ... [2025-10-10 00:42:58.760117] 2025-10-10T00:42:58.7607154Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:42:58.7613475Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_alignment.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:42:58.760754] 2025-10-10T00:43:04.7390654Z 2025-10-10T00:43:04.7392478Z inductor/test_alignment 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_alignment_1.1_a0a749ca00aee7a8_.log 2025-10-10T00:43:04.7393898Z Running 0 items in this shard: 2025-10-10T00:43:04.7394253Z 2025-10-10T00:43:04.7398051Z Running inductor/test_binary_folding 1/1 ... [2025-10-10 00:43:04.739349] 2025-10-10T00:43:04.7398954Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:43:04.7405790Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_binary_folding.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:43:04.739936] 2025-10-10T00:43:10.7176150Z 2025-10-10T00:43:10.7177184Z inductor/test_binary_folding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_binary_folding_1.1_e2b3c80584a5ec63_.log 2025-10-10T00:43:10.7177865Z Running 0 items in this shard: 2025-10-10T00:43:10.7178002Z 2025-10-10T00:43:10.7179961Z Running inductor/test_combo_kernels 1/1 ... [2025-10-10 00:43:10.717799] 2025-10-10T00:43:10.7180280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:43:10.7184136Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_combo_kernels.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:43:10.718146] 2025-10-10T00:43:16.7462408Z 2025-10-10T00:43:16.7464092Z inductor/test_combo_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_combo_kernels_1.1_abc9b6ed63be89ff_.log 2025-10-10T00:43:16.7465533Z Running 0 items in this shard: 2025-10-10T00:43:16.7465867Z 2025-10-10T00:43:16.7470543Z Running inductor/test_compile 1/1 ... [2025-10-10 00:43:16.746480] 2025-10-10T00:43:16.7472070Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:43:16.7475348Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:43:16.747043] 2025-10-10T00:43:22.3240883Z 2025-10-10T00:43:22.3242494Z inductor/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_1.1_ef38cef4635bc51e_.log 2025-10-10T00:43:22.3243864Z Running 0 items in this shard: 2025-10-10T00:43:22.3244209Z 2025-10-10T00:43:22.3249487Z Running inductor/test_compile_worker 1/1 ... [2025-10-10 00:43:22.324423] 2025-10-10T00:43:22.3250503Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:43:22.3256820Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile_worker.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:43:22.325067] 2025-10-10T00:43:27.8521740Z 2025-10-10T00:43:27.8522720Z inductor/test_compile_worker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_worker_1.1_7df6644b67ce13bd_.log 2025-10-10T00:43:27.8523363Z Running 0 items in this shard: 2025-10-10T00:43:27.8531618Z 2025-10-10T00:43:27.8532061Z Running inductor/test_config 1/1 ... [2025-10-10 00:43:27.852251] 2025-10-10T00:43:27.8532390Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:43:27.8533182Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_config.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:43:27.852556] 2025-10-10T00:43:33.3788927Z 2025-10-10T00:43:33.3790688Z inductor/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_config_1.1_63167b37fa8a83fe_.log 2025-10-10T00:43:33.3792206Z Running 0 items in this shard: 2025-10-10T00:43:33.3792550Z 2025-10-10T00:43:33.3797293Z Running inductor/test_control_deps 1/1 ... [2025-10-10 00:43:33.379235] 2025-10-10T00:43:33.3798386Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:43:33.3805173Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_control_deps.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:43:33.379831] 2025-10-10T00:43:38.9567518Z 2025-10-10T00:43:38.9569387Z inductor/test_control_deps 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_control_deps_1.1_912683bda8df358c_.log 2025-10-10T00:43:38.9571006Z Running 0 items in this shard: 2025-10-10T00:43:38.9571438Z 2025-10-10T00:43:38.9576111Z Running inductor/test_cudagraph_trees 1/1 ... [2025-10-10 00:43:38.957079] 2025-10-10T00:43:38.9577019Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:43:38.9583171Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:43:38.957690] 2025-10-10T00:43:44.6351569Z 2025-10-10T00:43:44.6357172Z inductor/test_cudagraph_trees 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_1.1_3fd2e93e69496ba8_.log 2025-10-10T00:43:44.6358658Z Running 0 items in this shard: 2025-10-10T00:43:44.6359007Z 2025-10-10T00:43:44.6359482Z Running inductor/test_graph_transform_observer 1/1 ... [2025-10-10 00:43:44.635459] 2025-10-10T00:43:44.6361008Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:43:44.6368012Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_graph_transform_observer.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:43:44.636044] 2025-10-10T00:43:50.3136235Z 2025-10-10T00:43:50.3137973Z inductor/test_graph_transform_observer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_graph_transform_observer_1.1_275f60ae521295de_.log 2025-10-10T00:43:50.3139305Z Running 0 items in this shard: 2025-10-10T00:43:50.3139581Z 2025-10-10T00:43:50.3144217Z Running inductor/test_helion_kernels 1/1 ... [2025-10-10 00:43:50.313930] 2025-10-10T00:43:50.3145064Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:43:50.3151083Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_helion_kernels.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:43:50.314506] 2025-10-10T00:43:55.8917208Z 2025-10-10T00:43:55.8919221Z inductor/test_helion_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_helion_kernels_1.1_a82863f578ffbc45_.log 2025-10-10T00:43:55.8920714Z Running 0 items in this shard: 2025-10-10T00:43:55.8921047Z 2025-10-10T00:43:55.8923851Z Running inductor/test_inductor_annotations 1/1 ... [2025-10-10 00:43:55.891938] 2025-10-10T00:43:55.8924844Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:43:55.8931417Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_annotations.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:43:55.892551] 2025-10-10T00:44:01.5197885Z 2025-10-10T00:44:01.5199945Z inductor/test_inductor_annotations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_annotations_1.1_5fb424a31c93907e_.log 2025-10-10T00:44:01.5201638Z Running 0 items in this shard: 2025-10-10T00:44:01.5201968Z 2025-10-10T00:44:01.5208811Z Running inductor/test_inductor_utils 1/1 ... [2025-10-10 00:44:01.520300] 2025-10-10T00:44:01.5209684Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:44:01.5215927Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:44:01.520878] 2025-10-10T00:44:04.1916604Z 2025-10-10T00:44:04.1918425Z inductor/test_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_utils_1.1_6dc2cdc06f9207ac_.log 2025-10-10T00:44:04.1919902Z Running 0 items in this shard: 2025-10-10T00:44:04.1920232Z 2025-10-10T00:44:04.1925051Z Running inductor/test_kernel_optimization 1/1 ... [2025-10-10 00:44:04.192009] 2025-10-10T00:44:04.1925830Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:44:04.1932475Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_kernel_optimization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:44:04.192606] 2025-10-10T00:44:15.9825604Z 2025-10-10T00:44:15.9827281Z inductor/test_kernel_optimization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_kernel_optimization_1.1_260d825037b67e92_.log 2025-10-10T00:44:15.9829156Z Running 1 items in this shard: test/inductor/test_kernel_optimization.py::TestKernelOptimization::test_einsum_to_pointwise 2025-10-10T00:44:15.9831256Z 2025-10-10T00:44:15.9832089Z Running inductor/test_layout_optim 1/1 ... [2025-10-10 00:44:15.982759] 2025-10-10T00:44:15.9832853Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:44:15.9842716Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_layout_optim.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:44:15.983412] 2025-10-10T00:44:21.8118493Z 2025-10-10T00:44:21.8119914Z inductor/test_layout_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_layout_optim_1.1_b70142470767e338_.log 2025-10-10T00:44:21.8121376Z Running 0 items in this shard: 2025-10-10T00:44:21.8121717Z 2025-10-10T00:44:21.8123136Z Running inductor/test_minifier_isolate 1/1 ... [2025-10-10 00:44:21.811859] 2025-10-10T00:44:21.8123952Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:44:21.8133774Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_minifier_isolate.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:44:21.812488] 2025-10-10T00:44:27.4400138Z 2025-10-10T00:44:27.4402546Z inductor/test_minifier_isolate 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_isolate_1.1_f934b337dd65a325_.log 2025-10-10T00:44:27.4404311Z Running 0 items in this shard: 2025-10-10T00:44:27.4404705Z 2025-10-10T00:44:27.4407622Z Running inductor/test_minifier_utils 1/1 ... [2025-10-10 00:44:27.440327] 2025-10-10T00:44:27.4408503Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:44:27.4411517Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_minifier_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:44:27.440765] 2025-10-10T00:44:30.3133198Z 2025-10-10T00:44:30.3134572Z inductor/test_minifier_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_utils_1.1_bbb714591a38d269_.log 2025-10-10T00:44:30.3136326Z Running 0 items in this shard: 2025-10-10T00:44:30.3136722Z 2025-10-10T00:44:30.3142361Z Running inductor/test_mmdecomp 1/1 ... [2025-10-10 00:44:30.313749] 2025-10-10T00:44:30.3143205Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:44:30.3149855Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mmdecomp.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:44:30.314294] 2025-10-10T00:44:36.2927751Z 2025-10-10T00:44:36.2929741Z inductor/test_mmdecomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mmdecomp_1.1_905b93abc6828b38_.log 2025-10-10T00:44:36.2930529Z Running 0 items in this shard: 2025-10-10T00:44:36.2930705Z 2025-10-10T00:44:36.2933067Z Running inductor/test_move_constructors_to_cuda 1/1 ... [2025-10-10 00:44:36.292917] 2025-10-10T00:44:36.2933534Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:44:36.2938994Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_move_constructors_to_cuda.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:44:36.293227] 2025-10-10T00:44:41.9704881Z 2025-10-10T00:44:41.9707032Z inductor/test_move_constructors_to_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_move_constructors_to_cuda_1.1_4d9f0603e9430406_.log 2025-10-10T00:44:41.9708955Z Running 0 items in this shard: 2025-10-10T00:44:41.9710718Z 2025-10-10T00:44:41.9712337Z Running inductor/test_needs_exact_strides 1/1 ... [2025-10-10 00:44:41.970769] 2025-10-10T00:44:41.9713171Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:44:41.9719242Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_needs_exact_strides.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:44:41.971321] 2025-10-10T00:44:47.6489709Z 2025-10-10T00:44:47.6490768Z inductor/test_needs_exact_strides 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_needs_exact_strides_1.1_3e3771c3bfc664ed_.log 2025-10-10T00:44:47.6492168Z Running 0 items in this shard: 2025-10-10T00:44:47.6492454Z 2025-10-10T00:44:47.6497085Z Running inductor/test_online_softmax 1/1 ... [2025-10-10 00:44:47.649246] 2025-10-10T00:44:47.6497937Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:44:47.6504227Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_online_softmax.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:44:47.649793] 2025-10-10T00:44:53.2272522Z 2025-10-10T00:44:53.2273949Z inductor/test_online_softmax 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_online_softmax_1.1_a37add5ef9bd2ea8_.log 2025-10-10T00:44:53.2275205Z Running 0 items in this shard: 2025-10-10T00:44:53.2275514Z 2025-10-10T00:44:53.2288616Z Running inductor/test_op_completeness 1/1 ... [2025-10-10 00:44:53.227569] 2025-10-10T00:44:53.2289079Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:44:53.2290446Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_op_completeness.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:44:53.228183] 2025-10-10T00:44:56.3000007Z 2025-10-10T00:44:56.3002058Z inductor/test_op_completeness 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_op_completeness_1.1_111e08d1bb5e7cd6_.log 2025-10-10T00:44:56.3003829Z Running 0 items in this shard: 2025-10-10T00:44:56.3004234Z 2025-10-10T00:44:56.3006988Z Running inductor/test_op_dtype_prop 1/2 ... [2025-10-10 00:44:56.300278] 2025-10-10T00:44:56.3007762Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:44:56.3014584Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_op_dtype_prop.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:44:56.300800] 2025-10-10T00:45:02.8295899Z 2025-10-10T00:45:02.8297924Z inductor/test_op_dtype_prop 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_op_dtype_prop_1.2_06b6893095e66ee4_.log 2025-10-10T00:45:02.8299348Z Running 0 items in this shard: 2025-10-10T00:45:02.8299678Z 2025-10-10T00:45:02.8305348Z Running inductor/test_smoke 1/1 ... [2025-10-10 00:45:02.829823] 2025-10-10T00:45:02.8306204Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:45:02.8309225Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_smoke.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:45:02.830368] 2025-10-10T00:45:08.3813719Z 2025-10-10T00:45:08.3814558Z inductor/test_smoke 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_smoke_1.1_08226f728e0add8b_.log 2025-10-10T00:45:08.3815175Z 2025-10-10T00:45:08.3818351Z Running test_ops 5/9 ... [2025-10-10 00:45:08.381540] 2025-10-10T00:45:08.3819035Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:45:08.3822737Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops.py', '-m', 'serial', '--shard-id=5', '--num-shards=9', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:45:08.381858] 2025-10-10T00:45:21.3751408Z 2025-10-10T00:45:21.3752418Z test_ops 5/9 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_5.9_ada556a9611dca88_.log 2025-10-10T00:45:21.3753383Z Running 0 items in this shard: 2025-10-10T00:45:21.3753664Z 2025-10-10T00:45:21.3761520Z Running test_matmul_cuda 1/1 ... [2025-10-10 00:45:21.375560] 2025-10-10T00:45:21.3762367Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:45:21.3765378Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_matmul_cuda.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:45:21.376182] 2025-10-10T00:45:24.6487258Z 2025-10-10T00:45:24.6488485Z test_matmul_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_matmul_cuda_1.1_695a1ad539849b74_.log 2025-10-10T00:45:24.6489171Z Running 0 items in this shard: 2025-10-10T00:45:24.6489351Z 2025-10-10T00:45:24.6494683Z Running test_modules 1/3 ... [2025-10-10 00:45:24.649052] 2025-10-10T00:45:24.6495146Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:45:24.6501069Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_modules.py', '-m', 'serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:45:24.649599] 2025-10-10T00:45:29.2247743Z 2025-10-10T00:45:29.2248888Z test_modules 1/3 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_1.3_fb571d5d7e3e21c1_.log 2025-10-10T00:45:29.2249596Z Running 0 items in this shard: 2025-10-10T00:45:29.2249809Z 2025-10-10T00:45:29.2256697Z Running test_meta 4/4 ... [2025-10-10 00:45:29.224942] 2025-10-10T00:45:29.2257283Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:45:29.2258672Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_meta.py', '-m', 'serial', '--shard-id=4', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:45:29.225291] 2025-10-10T00:45:40.2152440Z 2025-10-10T00:45:40.2153732Z test_meta 4/4 was successful, full logs can be found in artifacts with path test/test-reports/test_meta_4.4_e63ae8e72e6ca640_.log 2025-10-10T00:45:40.2156455Z Running 0 items in this shard: 2025-10-10T00:45:40.2156881Z 2025-10-10T00:45:40.2162785Z Running test_decomp 6/17 ... [2025-10-10 00:45:40.215654] 2025-10-10T00:45:40.2163446Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:45:40.2166853Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=6', '--num-shards=17', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:45:40.216339] 2025-10-10T00:45:45.8934342Z 2025-10-10T00:45:45.8935658Z test_decomp 6/17 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_6.17_336b06d4094ef8b7_.log 2025-10-10T00:45:45.8936987Z Running 0 items in this shard: 2025-10-10T00:45:45.8937384Z 2025-10-10T00:45:45.8944035Z Running test_decomp 12/17 ... [2025-10-10 00:45:45.893867] 2025-10-10T00:45:45.8944778Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:45:45.8955951Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=12', '--num-shards=17', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:45:45.894176] 2025-10-10T00:45:51.5217577Z 2025-10-10T00:45:51.5219270Z test_decomp 12/17 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_12.17_9ea6438d419185c8_.log 2025-10-10T00:45:51.5220568Z Running 0 items in this shard: 2025-10-10T00:45:51.5220907Z 2025-10-10T00:45:51.5225290Z Running functorch/test_ops 1/7 ... [2025-10-10 00:45:51.522029] 2025-10-10T00:45:51.5226092Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:45:51.5232451Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:45:51.522557] 2025-10-10T00:45:57.5508865Z 2025-10-10T00:45:57.5510582Z functorch/test_ops 1/7 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_1.7_6f20c76201393a54_.log 2025-10-10T00:45:57.5512118Z Running 0 items in this shard: 2025-10-10T00:45:57.5512486Z 2025-10-10T00:45:57.5516482Z Running functorch/test_ops 7/7 ... [2025-10-10 00:45:57.551147] 2025-10-10T00:45:57.5517450Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:45:57.5523210Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'serial', '--shard-id=7', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:45:57.551738] 2025-10-10T00:46:03.6300761Z 2025-10-10T00:46:03.6302456Z functorch/test_ops 7/7 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_7.7_6fbcbd22f5b87b72_.log 2025-10-10T00:46:03.6303806Z Running 0 items in this shard: 2025-10-10T00:46:03.6304152Z 2025-10-10T00:46:03.6309748Z Running test_jit 1/1 ... [2025-10-10 00:46:03.630388] 2025-10-10T00:46:03.6310481Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:03.6318351Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:03.630983] 2025-10-10T00:46:08.5069730Z 2025-10-10T00:46:08.5071174Z test_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_1.1_4dd32fe15c8b6d01_.log 2025-10-10T00:46:08.5072599Z Running 0 items in this shard: 2025-10-10T00:46:08.5072942Z 2025-10-10T00:46:08.5082800Z Running profiler/test_torch_tidy 1/1 ... [2025-10-10 00:46:08.507237] 2025-10-10T00:46:08.5083776Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:08.5085532Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_torch_tidy.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:08.507597] 2025-10-10T00:46:11.2289339Z 2025-10-10T00:46:11.2290457Z profiler/test_torch_tidy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_torch_tidy_1.1_c532cbcdbe8d2799_.log 2025-10-10T00:46:11.2291550Z Running 0 items in this shard: 2025-10-10T00:46:11.2291879Z 2025-10-10T00:46:11.2297590Z Running nn/test_multihead_attention 1/1 ... [2025-10-10 00:46:11.229267] 2025-10-10T00:46:11.2298271Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:11.2302822Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_multihead_attention.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:11.229634] 2025-10-10T00:46:14.4014798Z 2025-10-10T00:46:14.4017290Z nn/test_multihead_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_multihead_attention_1.1_015a43d7e7f599e7_.log 2025-10-10T00:46:14.4018829Z Running 0 items in this shard: 2025-10-10T00:46:14.4019127Z 2025-10-10T00:46:14.4021063Z Running test_numba_integration 1/1 ... [2025-10-10 00:46:14.401713] 2025-10-10T00:46:14.4021677Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:14.4027985Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_numba_integration.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:14.402228] 2025-10-10T00:46:17.3244206Z 2025-10-10T00:46:17.3245862Z test_numba_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_numba_integration_1.1_72a7e81d59d5c427_.log 2025-10-10T00:46:17.3246993Z Running 0 items in this shard: 2025-10-10T00:46:17.3247293Z 2025-10-10T00:46:17.3247730Z Running torch_np/numpy_tests/core/test_multiarray 1/1 ... [2025-10-10 00:46:17.324229] 2025-10-10T00:46:17.3248471Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:17.3250333Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_multiarray.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:17.324717] 2025-10-10T00:46:20.2459580Z 2025-10-10T00:46:20.2461574Z torch_np/numpy_tests/core/test_multiarray 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_multiarray_1.1_9c053fd59167899c_.log 2025-10-10T00:46:20.2463342Z Running 0 items in this shard: 2025-10-10T00:46:20.2463745Z 2025-10-10T00:46:20.2468828Z Running test_numa_binding 1/1 ... [2025-10-10 00:46:20.246242] 2025-10-10T00:46:20.2469620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:20.2473245Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_numa_binding.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:20.246758] 2025-10-10T00:46:22.9686058Z 2025-10-10T00:46:22.9687736Z test_numa_binding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_numa_binding_1.1_4b164aa124845aca_.log 2025-10-10T00:46:22.9689247Z Running 0 items in this shard: 2025-10-10T00:46:22.9689594Z 2025-10-10T00:46:22.9696311Z Running test_torchfuzz_repros 1/1 ... [2025-10-10 00:46:22.968842] 2025-10-10T00:46:22.9697144Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:22.9699013Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_torchfuzz_repros.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:22.969146] 2025-10-10T00:46:25.6401829Z 2025-10-10T00:46:25.6403422Z test_torchfuzz_repros 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_torchfuzz_repros_1.1_5b7616484dc17e9e_.log 2025-10-10T00:46:25.6404819Z Running 0 items in this shard: 2025-10-10T00:46:25.6405225Z 2025-10-10T00:46:25.6407863Z Running test_transformers 1/1 ... [2025-10-10 00:46:25.640375] 2025-10-10T00:46:25.6408708Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:25.6414832Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_transformers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:25.640887] 2025-10-10T00:46:31.9700326Z 2025-10-10T00:46:31.9701939Z test_transformers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_1.1_186b693b7753bdf4_.log 2025-10-10T00:46:31.9704473Z Running 0 items in this shard: 2025-10-10T00:46:31.9704821Z 2025-10-10T00:46:31.9710571Z Running functorch/test_logging 1/1 ... [2025-10-10 00:46:31.970460] 2025-10-10T00:46:31.9711414Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:31.9715133Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_logging.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:31.970994] 2025-10-10T00:46:34.8428947Z 2025-10-10T00:46:34.8430572Z functorch/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_logging_1.1_372ca5786ac46105_.log 2025-10-10T00:46:34.8432071Z Running 0 items in this shard: 2025-10-10T00:46:34.8432437Z 2025-10-10T00:46:34.8437528Z Running functorch/test_minifier 1/1 ... [2025-10-10 00:46:34.843197] 2025-10-10T00:46:34.8438385Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:34.8442857Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_minifier.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:34.843735] 2025-10-10T00:46:37.7654752Z 2025-10-10T00:46:37.7656410Z functorch/test_minifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_minifier_1.1_8f3188dc080686b1_.log 2025-10-10T00:46:37.7657812Z Running 0 items in this shard: 2025-10-10T00:46:37.7658169Z 2025-10-10T00:46:37.7660301Z Running functorch/test_parsing 1/1 ... [2025-10-10 00:46:37.765739] 2025-10-10T00:46:37.7661078Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:37.7667756Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_parsing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:37.766035] 2025-10-10T00:46:40.4874577Z 2025-10-10T00:46:40.4876043Z functorch/test_parsing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_parsing_1.1_924f47066633600d_.log 2025-10-10T00:46:40.4877381Z Running 0 items in this shard: 2025-10-10T00:46:40.4877713Z 2025-10-10T00:46:40.4883055Z Running functorch/test_rearrange 1/1 ... [2025-10-10 00:46:40.487664] 2025-10-10T00:46:40.4883939Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:40.4886024Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_rearrange.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:40.488248] 2025-10-10T00:46:43.2596974Z 2025-10-10T00:46:43.2598784Z functorch/test_rearrange 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_rearrange_1.1_56d11b2d12e3fc79_.log 2025-10-10T00:46:43.2599922Z Running 0 items in this shard: 2025-10-10T00:46:43.2600186Z 2025-10-10T00:46:43.2605987Z Running functorch/test_vmap_registrations 1/1 ... [2025-10-10 00:46:43.260087] 2025-10-10T00:46:43.2606836Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:43.2608696Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_vmap_registrations.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:43.260507] 2025-10-10T00:46:46.1820834Z 2025-10-10T00:46:46.1822641Z functorch/test_vmap_registrations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_vmap_registrations_1.1_ae20260492f43d35_.log 2025-10-10T00:46:46.1824178Z Running 0 items in this shard: 2025-10-10T00:46:46.1824525Z 2025-10-10T00:46:46.1827212Z Running higher_order_ops/test_invoke_quant 1/1 ... [2025-10-10 00:46:46.182286] 2025-10-10T00:46:46.1828110Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:46.1834628Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_invoke_quant.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:46.182801] 2025-10-10T00:46:51.7610057Z 2025-10-10T00:46:51.7611643Z higher_order_ops/test_invoke_quant 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_invoke_quant_1.1_f2706fe8b7fe1239_.log 2025-10-10T00:46:51.7612929Z Running 0 items in this shard: 2025-10-10T00:46:51.7613222Z 2025-10-10T00:46:51.7619359Z Running higher_order_ops/test_local_map 1/1 ... [2025-10-10 00:46:51.761346] 2025-10-10T00:46:51.7620241Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:51.7624107Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_local_map.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:51.761754] 2025-10-10T00:46:54.6332935Z 2025-10-10T00:46:54.6334272Z higher_order_ops/test_local_map 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_local_map_1.1_8cc08095e1417e85_.log 2025-10-10T00:46:54.6336010Z Running 0 items in this shard: 2025-10-10T00:46:54.6336371Z 2025-10-10T00:46:54.6340622Z Running higher_order_ops/test_with_effects 1/1 ... [2025-10-10 00:46:54.633551] 2025-10-10T00:46:54.6341595Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:54.6347090Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_with_effects.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:54.634080] 2025-10-10T00:46:58.1072920Z 2025-10-10T00:46:58.1074839Z higher_order_ops/test_with_effects 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_with_effects_1.1_5744d6eddf998d6c_.log 2025-10-10T00:46:58.1076657Z Running 0 items in this shard: 2025-10-10T00:46:58.1077057Z 2025-10-10T00:46:58.1078130Z Running lazy/test_bindings 1/1 ... [2025-10-10 00:46:58.107394] 2025-10-10T00:46:58.1078902Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:46:58.1083273Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_bindings.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:46:58.107944] 2025-10-10T00:47:00.8290003Z 2025-10-10T00:47:00.8291569Z lazy/test_bindings 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_bindings_1.1_55305a3eb8b01de9_.log 2025-10-10T00:47:00.8292336Z Running 0 items in this shard: 2025-10-10T00:47:00.8292505Z 2025-10-10T00:47:00.8297682Z Running lazy/test_debug_util 1/1 ... [2025-10-10 00:47:00.829251] 2025-10-10T00:47:00.8298606Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:00.8304221Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_debug_util.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:00.829761] 2025-10-10T00:47:03.5511153Z 2025-10-10T00:47:03.5512953Z lazy/test_debug_util 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_debug_util_1.1_78df0c4290d2e0e3_.log 2025-10-10T00:47:03.5514304Z Running 0 items in this shard: 2025-10-10T00:47:03.5514651Z 2025-10-10T00:47:03.5520446Z Running lazy/test_functionalization 1/1 ... [2025-10-10 00:47:03.551396] 2025-10-10T00:47:03.5521741Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:03.5525764Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_functionalization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:03.551970] 2025-10-10T00:47:06.2733672Z 2025-10-10T00:47:06.2734449Z lazy/test_functionalization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_functionalization_1.1_9219681d0e07ae3c_.log 2025-10-10T00:47:06.2735074Z Running 0 items in this shard: 2025-10-10T00:47:06.2735240Z 2025-10-10T00:47:06.2739382Z Running lazy/test_generator 1/1 ... [2025-10-10 00:47:06.273393] 2025-10-10T00:47:06.2740085Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:06.2744740Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_generator.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:06.273899] 2025-10-10T00:47:08.9955620Z 2025-10-10T00:47:08.9957456Z lazy/test_generator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_generator_1.1_4d08c5079af886de_.log 2025-10-10T00:47:08.9958807Z Running 0 items in this shard: 2025-10-10T00:47:08.9959164Z 2025-10-10T00:47:08.9959611Z Running lazy/test_reuse_ir 1/1 ... [2025-10-10 00:47:08.995648] 2025-10-10T00:47:08.9960003Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:08.9967423Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:08.996168] 2025-10-10T00:47:11.7176871Z 2025-10-10T00:47:11.7178094Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_cc30ea6fe3b4e0a9_.log 2025-10-10T00:47:11.7179421Z Running 0 items in this shard: 2025-10-10T00:47:11.7179702Z 2025-10-10T00:47:11.7185493Z Running lazy/test_step_closures 1/1 ... [2025-10-10 00:47:11.718034] 2025-10-10T00:47:11.7186183Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:11.7190180Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_step_closures.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:11.718540] 2025-10-10T00:47:14.4399713Z 2025-10-10T00:47:14.4401313Z lazy/test_step_closures 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_step_closures_1.1_3bd2230a54fa6fd3_.log 2025-10-10T00:47:14.4402726Z Running 0 items in this shard: 2025-10-10T00:47:14.4403060Z 2025-10-10T00:47:14.4406119Z Running lazy/test_ts_opinfo 1/1 ... [2025-10-10 00:47:14.440325] 2025-10-10T00:47:14.4406787Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:14.4412841Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_ts_opinfo.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:14.440830] 2025-10-10T00:47:18.2644937Z 2025-10-10T00:47:18.2646541Z lazy/test_ts_opinfo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_ts_opinfo_1.1_b55e5bb12de93b35_.log 2025-10-10T00:47:18.2647655Z Running 0 items in this shard: 2025-10-10T00:47:18.2647932Z 2025-10-10T00:47:18.2652500Z Running nn/test_dropout 1/1 ... [2025-10-10 00:47:18.264735] 2025-10-10T00:47:18.2653405Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:18.2657507Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_dropout.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:18.265264] 2025-10-10T00:47:21.3873393Z 2025-10-10T00:47:21.3874415Z nn/test_dropout 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_dropout_1.1_8262debc0b9c3302_.log 2025-10-10T00:47:21.3875505Z Running 0 items in this shard: 2025-10-10T00:47:21.3875812Z 2025-10-10T00:47:21.3881972Z Running nn/test_embedding 1/1 ... [2025-10-10 00:47:21.387741] 2025-10-10T00:47:21.3882780Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:21.3884641Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_embedding.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:21.388048] 2025-10-10T00:47:24.5602873Z 2025-10-10T00:47:24.5604545Z nn/test_embedding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_embedding_1.1_eb93472f15ddc272_.log 2025-10-10T00:47:24.5606070Z Running 0 items in this shard: 2025-10-10T00:47:24.5606476Z 2025-10-10T00:47:24.5610791Z Running nn/test_init 1/1 ... [2025-10-10 00:47:24.560584] 2025-10-10T00:47:24.5611572Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:24.5617163Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_init.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:24.561100] 2025-10-10T00:47:27.5327246Z 2025-10-10T00:47:27.5329001Z nn/test_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_init_1.1_2aab63bf385a0b09_.log 2025-10-10T00:47:27.5330316Z Running 0 items in this shard: 2025-10-10T00:47:27.5330658Z 2025-10-10T00:47:27.5331120Z Running nn/test_lazy_modules 1/1 ... [2025-10-10 00:47:27.532862] 2025-10-10T00:47:27.5331842Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:27.5336072Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_lazy_modules.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:27.533196] 2025-10-10T00:47:30.4558182Z 2025-10-10T00:47:30.4559563Z nn/test_lazy_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_lazy_modules_1.1_54555c589d6bafd1_.log 2025-10-10T00:47:30.4560678Z Running 0 items in this shard: 2025-10-10T00:47:30.4560957Z 2025-10-10T00:47:30.4569775Z Running nn/test_load_state_dict 1/1 ... [2025-10-10 00:47:30.455711] 2025-10-10T00:47:30.4570736Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:30.4572776Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_load_state_dict.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:30.456249] 2025-10-10T00:47:33.3277210Z 2025-10-10T00:47:33.3278497Z nn/test_load_state_dict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_load_state_dict_1.1_33b8f772b37b0f1d_.log 2025-10-10T00:47:33.3279564Z Running 0 items in this shard: 2025-10-10T00:47:33.3279823Z 2025-10-10T00:47:33.3284507Z Running nn/test_module_hooks 1/1 ... [2025-10-10 00:47:33.327998] 2025-10-10T00:47:33.3285268Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:33.3290135Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_module_hooks.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:33.328513] 2025-10-10T00:47:36.2001461Z 2025-10-10T00:47:36.2002933Z nn/test_module_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_module_hooks_1.1_78395bc9bad1f88b_.log 2025-10-10T00:47:36.2004052Z Running 0 items in this shard: 2025-10-10T00:47:36.2004332Z 2025-10-10T00:47:36.2010416Z Running nn/test_packed_sequence 1/1 ... [2025-10-10 00:47:36.200566] 2025-10-10T00:47:36.2010919Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:36.2013546Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_packed_sequence.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:36.201053] 2025-10-10T00:47:38.9220141Z 2025-10-10T00:47:38.9221799Z nn/test_packed_sequence 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_packed_sequence_1.1_0be7ee1be81491a8_.log 2025-10-10T00:47:38.9222913Z Running 0 items in this shard: 2025-10-10T00:47:38.9223176Z 2025-10-10T00:47:38.9227043Z Running nn/test_pruning 1/1 ... [2025-10-10 00:47:38.922279] 2025-10-10T00:47:38.9227649Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:38.9233209Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_pruning.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:38.922796] 2025-10-10T00:47:41.8445630Z 2025-10-10T00:47:41.8447240Z nn/test_pruning 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_pruning_1.1_4d502fd7cf4f40c7_.log 2025-10-10T00:47:41.8448721Z Running 0 items in this shard: 2025-10-10T00:47:41.8449120Z 2025-10-10T00:47:41.8453577Z Running optim/test_swa_utils 1/1 ... [2025-10-10 00:47:41.844870] 2025-10-10T00:47:41.8454441Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:41.8459840Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'optim/test_swa_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:41.845367] 2025-10-10T00:47:44.4627206Z 2025-10-10T00:47:44.4628396Z optim/test_swa_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_swa_utils_1.1_c4fc549d5fe700c8_.log 2025-10-10T00:47:44.4629017Z 2025-10-10T00:47:44.4636928Z Running profiler/test_cpp_thread 1/1 ... [2025-10-10 00:47:44.463041] 2025-10-10T00:47:44.4637454Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:47:44.4639198Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_cpp_thread.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:47:44.463595] 2025-10-10T00:48:01.7175166Z 2025-10-10T00:48:01.7176571Z profiler/test_cpp_thread 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_cpp_thread_1.1_322ad6dea8bba37a_.log 2025-10-10T00:48:01.7177733Z Running 0 items in this shard: 2025-10-10T00:48:01.7178025Z 2025-10-10T00:48:01.7183363Z Running profiler/test_profiler_tree 1/1 ... [2025-10-10 00:48:01.717875] 2025-10-10T00:48:01.7184252Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:01.7189696Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_profiler_tree.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:01.718420] 2025-10-10T00:48:04.4397590Z 2025-10-10T00:48:04.4399858Z profiler/test_profiler_tree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_tree_1.1_2c2f486d34876530_.log 2025-10-10T00:48:04.4401424Z Running 0 items in this shard: 2025-10-10T00:48:04.4401717Z 2025-10-10T00:48:04.4406305Z Running profiler/test_python_tracer 1/1 ... [2025-10-10 00:48:04.440246] 2025-10-10T00:48:04.4407100Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:04.4410408Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_python_tracer.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:04.440777] 2025-10-10T00:48:07.1613998Z 2025-10-10T00:48:07.1615732Z profiler/test_python_tracer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_python_tracer_1.1_590d23a954fb49ac_.log 2025-10-10T00:48:07.1617101Z Running 0 items in this shard: 2025-10-10T00:48:07.1617380Z 2025-10-10T00:48:07.1619150Z Running test_accelerator 1/1 ... [2025-10-10 00:48:07.161581] 2025-10-10T00:48:07.1619708Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:07.1621805Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_accelerator.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:07.161902] 2025-10-10T00:48:09.9329075Z 2025-10-10T00:48:09.9330490Z test_accelerator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_accelerator_1.1_d480525706192be2_.log 2025-10-10T00:48:09.9331570Z Running 0 items in this shard: 2025-10-10T00:48:09.9331863Z 2025-10-10T00:48:09.9337414Z Running test_ao_sparsity 1/1 ... [2025-10-10 00:48:09.933342] 2025-10-10T00:48:09.9338187Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:09.9344426Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ao_sparsity.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:09.933865] 2025-10-10T00:48:13.0060034Z 2025-10-10T00:48:13.0061250Z test_ao_sparsity 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ao_sparsity_1.1_8ff760142f148600_.log 2025-10-10T00:48:13.0062241Z Running 0 items in this shard: 2025-10-10T00:48:13.0062515Z 2025-10-10T00:48:13.0068376Z Running test_appending_byte_serializer 1/1 ... [2025-10-10 00:48:13.006401] 2025-10-10T00:48:13.0069083Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:13.0074796Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_appending_byte_serializer.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:13.006931] 2025-10-10T00:48:15.6781483Z 2025-10-10T00:48:15.6783331Z test_appending_byte_serializer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_appending_byte_serializer_1.1_cddc9232b8a8ecb0_.log 2025-10-10T00:48:15.6784602Z Running 0 items in this shard: 2025-10-10T00:48:15.6784883Z 2025-10-10T00:48:15.6788729Z Running test_autoload 1/1 ... [2025-10-10 00:48:15.678432] 2025-10-10T00:48:15.6789501Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:15.6795171Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_autoload.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:15.678949] 2025-10-10T00:48:18.4013074Z 2025-10-10T00:48:18.4014447Z test_autoload 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autoload_1.1_1a5ecec70c2028b7_.log 2025-10-10T00:48:18.4015478Z Running 0 items in this shard: 2025-10-10T00:48:18.4023447Z 2025-10-10T00:48:18.4023595Z Running test_binary_ufuncs 1/1 ... [2025-10-10 00:48:18.401694] 2025-10-10T00:48:18.4023907Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:18.4026874Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_binary_ufuncs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:18.402227] 2025-10-10T00:48:24.6813399Z 2025-10-10T00:48:24.6814276Z test_binary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_binary_ufuncs_1.1_dc3baaafdba4b809_.log 2025-10-10T00:48:24.6814857Z Running 0 items in this shard: 2025-10-10T00:48:24.6814996Z 2025-10-10T00:48:24.6817459Z Running test_license 1/1 ... [2025-10-10 00:48:24.681332] 2025-10-10T00:48:24.6817778Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:24.6822069Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_license.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:24.681653] 2025-10-10T00:48:27.3525265Z 2025-10-10T00:48:27.3526142Z test_license 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_license_1.1_e7f4bce7157e665a_.log 2025-10-10T00:48:27.3526788Z Running 0 items in this shard: 2025-10-10T00:48:27.3526960Z 2025-10-10T00:48:27.3532638Z Running test_logging 1/1 ... [2025-10-10 00:48:27.352814] 2025-10-10T00:48:27.3533560Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:27.3539955Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_logging.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:27.353390] 2025-10-10T00:48:30.0749169Z 2025-10-10T00:48:30.0750727Z test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_logging_1.1_b964abd8566a7cec_.log 2025-10-10T00:48:30.0752120Z Running 0 items in this shard: 2025-10-10T00:48:30.0752472Z 2025-10-10T00:48:30.0756302Z Running test_masked 1/1 ... [2025-10-10 00:48:30.075266] 2025-10-10T00:48:30.0756674Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:30.0760971Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_masked.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:30.075610] 2025-10-10T00:48:34.0493255Z 2025-10-10T00:48:34.0494630Z test_masked 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_masked_1.1_16bb6954244782c0_.log 2025-10-10T00:48:34.0495574Z Running 0 items in this shard: 2025-10-10T00:48:34.0495839Z 2025-10-10T00:48:34.0496197Z Running test_mkl_verbose 1/1 ... [2025-10-10 00:48:34.049342] 2025-10-10T00:48:34.0496739Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:34.0502816Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkl_verbose.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:34.049772] 2025-10-10T00:48:36.7713045Z 2025-10-10T00:48:36.7714611Z test_mkl_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkl_verbose_1.1_d36dcd4fa67abf8b_.log 2025-10-10T00:48:36.7715850Z Running 0 items in this shard: 2025-10-10T00:48:36.7716185Z 2025-10-10T00:48:36.7720826Z Running test_mkldnn_fusion 1/1 ... [2025-10-10 00:48:36.771695] 2025-10-10T00:48:36.7721700Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:36.7728615Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_fusion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:36.772217] 2025-10-10T00:48:39.5442133Z 2025-10-10T00:48:39.5443763Z test_mkldnn_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_fusion_1.1_cfece6a715df7816_.log 2025-10-10T00:48:39.5445286Z Running 0 items in this shard: 2025-10-10T00:48:39.5445694Z 2025-10-10T00:48:39.5450779Z Running test_ops_gradients 3/3 ... [2025-10-10 00:48:39.544615] 2025-10-10T00:48:39.5451626Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:39.5457275Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_gradients.py', '-m', 'serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:39.545147] 2025-10-10T00:48:44.6221830Z 2025-10-10T00:48:44.6223298Z test_ops_gradients 3/3 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_3.3_6d75be1c38deec49_.log 2025-10-10T00:48:44.6224594Z Running 0 items in this shard: 2025-10-10T00:48:44.6224929Z 2025-10-10T00:48:44.6225256Z Running test_stateless 1/1 ... [2025-10-10 00:48:44.622000] 2025-10-10T00:48:44.6225948Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:44.6227757Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_stateless.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:44.622290] 2025-10-10T00:48:47.5437445Z 2025-10-10T00:48:47.5438897Z test_stateless 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_stateless_1.1_d69fbe59e1b13907_.log 2025-10-10T00:48:47.5440186Z Running 0 items in this shard: 2025-10-10T00:48:47.5440520Z 2025-10-10T00:48:47.5444525Z Running test_subclass 1/1 ... [2025-10-10 00:48:47.543980] 2025-10-10T00:48:47.5445441Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:47.5451281Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_subclass.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:47.544530] 2025-10-10T00:48:50.2657135Z 2025-10-10T00:48:50.2658521Z test_subclass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_subclass_1.1_e46b0dc9b1da4a32_.log 2025-10-10T00:48:50.2659515Z Running 0 items in this shard: 2025-10-10T00:48:50.2659777Z 2025-10-10T00:48:50.2660205Z Running test_sympy_utils 1/1 ... [2025-10-10 00:48:50.265836] 2025-10-10T00:48:50.2660755Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:50.2665782Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sympy_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:50.266204] 2025-10-10T00:48:53.3383610Z 2025-10-10T00:48:53.3384721Z test_sympy_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sympy_utils_1.1_2f57453698456912_.log 2025-10-10T00:48:53.3385843Z Running 0 items in this shard: 2025-10-10T00:48:53.3386195Z 2025-10-10T00:48:53.3390856Z Running test_tensorboard 1/1 ... [2025-10-10 00:48:53.338586] 2025-10-10T00:48:53.3391797Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:53.3397599Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensorboard.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:53.339105] 2025-10-10T00:48:56.4613653Z 2025-10-10T00:48:56.4616507Z test_tensorboard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorboard_1.1_07fb3a910f7bc025_.log 2025-10-10T00:48:56.4617775Z Running 0 items in this shard: 2025-10-10T00:48:56.4618105Z 2025-10-10T00:48:56.4620187Z Running test_tensorexpr_pybind 1/1 ... [2025-10-10 00:48:56.461586] 2025-10-10T00:48:56.4620936Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:56.4626337Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensorexpr_pybind.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:56.462122] 2025-10-10T00:48:59.1836237Z 2025-10-10T00:48:59.1837534Z test_tensorexpr_pybind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorexpr_pybind_1.1_1780e5d87ddd1ec8_.log 2025-10-10T00:48:59.1839137Z Running 0 items in this shard: 2025-10-10T00:48:59.1839596Z 2025-10-10T00:48:59.1842204Z Running test_type_info 1/1 ... [2025-10-10 00:48:59.183847] 2025-10-10T00:48:59.1842946Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:48:59.1848500Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_info.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:48:59.184373] 2025-10-10T00:49:01.9057879Z 2025-10-10T00:49:01.9059261Z test_type_info 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_info_1.1_73d81fe39bcb6300_.log 2025-10-10T00:49:01.9060526Z Running 0 items in this shard: 2025-10-10T00:49:01.9060873Z 2025-10-10T00:49:01.9065870Z Running test_type_promotion 1/1 ... [2025-10-10 00:49:01.906105] 2025-10-10T00:49:01.9066709Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:01.9072730Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_promotion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:01.906621] 2025-10-10T00:49:05.1290794Z 2025-10-10T00:49:05.1292759Z test_type_promotion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_promotion_1.1_e302548308a07ea8_.log 2025-10-10T00:49:05.1294184Z Running 0 items in this shard: 2025-10-10T00:49:05.1294520Z 2025-10-10T00:49:05.1296010Z Running test_typing 1/1 ... [2025-10-10 00:49:05.129214] 2025-10-10T00:49:05.1296675Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:05.1303305Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_typing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:05.129753] 2025-10-10T00:49:07.9012789Z 2025-10-10T00:49:07.9014500Z test_typing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_typing_1.1_fd6d1004e12552e7_.log 2025-10-10T00:49:07.9015698Z Running 0 items in this shard: 2025-10-10T00:49:07.9016036Z 2025-10-10T00:49:07.9020496Z Running test_utils_config_module 1/1 ... [2025-10-10 00:49:07.901482] 2025-10-10T00:49:07.9021321Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:07.9023191Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_utils_config_module.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:07.901867] 2025-10-10T00:49:10.6235305Z 2025-10-10T00:49:10.6236732Z test_utils_config_module 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_config_module_1.1_e57c38c62564ad3a_.log 2025-10-10T00:49:10.6237816Z Running 0 items in this shard: 2025-10-10T00:49:10.6239107Z 2025-10-10T00:49:10.6242499Z Running test_utils_filelock 1/1 ... [2025-10-10 00:49:10.623796] 2025-10-10T00:49:10.6243241Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:10.6246754Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_utils_filelock.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:10.624308] 2025-10-10T00:49:13.3956863Z 2025-10-10T00:49:13.3958252Z test_utils_filelock 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_filelock_1.1_68f2ea3be223e210_.log 2025-10-10T00:49:13.3959340Z Running 0 items in this shard: 2025-10-10T00:49:13.3959620Z 2025-10-10T00:49:13.3963587Z Running test_view_ops 1/1 ... [2025-10-10 00:49:13.395910] 2025-10-10T00:49:13.3964346Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:13.3970071Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_view_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:13.396429] 2025-10-10T00:49:16.6688418Z 2025-10-10T00:49:16.6689640Z test_view_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_view_ops_1.1_14c7c5313779c4a2_.log 2025-10-10T00:49:16.6690278Z Running 0 items in this shard: 2025-10-10T00:49:16.6690458Z 2025-10-10T00:49:16.6693366Z Running test_vulkan 1/1 ... [2025-10-10 00:49:16.668960] 2025-10-10T00:49:16.6693841Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:16.6695038Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_vulkan.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:16.669215] 2025-10-10T00:49:19.3900436Z 2025-10-10T00:49:19.3901754Z test_vulkan 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_vulkan_1.1_17fa3a30d14fd659_.log 2025-10-10T00:49:19.3902765Z Running 0 items in this shard: 2025-10-10T00:49:19.3903046Z 2025-10-10T00:49:19.3907587Z Running test_weak 1/1 ... [2025-10-10 00:49:19.390275] 2025-10-10T00:49:19.3908335Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:19.3914829Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_weak.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:19.390796] 2025-10-10T00:49:22.1121559Z 2025-10-10T00:49:22.1122725Z test_weak 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_weak_1.1_098227ebc677525c_.log 2025-10-10T00:49:22.1123729Z Running 0 items in this shard: 2025-10-10T00:49:22.1124008Z 2025-10-10T00:49:22.1132331Z Running test_xnnpack_integration 1/1 ... [2025-10-10 00:49:22.112548] 2025-10-10T00:49:22.1133180Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:22.1135060Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_xnnpack_integration.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:22.112996] 2025-10-10T00:49:24.8842509Z 2025-10-10T00:49:24.8844258Z test_xnnpack_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_xnnpack_integration_1.1_17bdb702a0b375cb_.log 2025-10-10T00:49:24.8845744Z Running 0 items in this shard: 2025-10-10T00:49:24.8846082Z 2025-10-10T00:49:24.8850009Z Running torch_np/numpy_tests/core/test_dlpack 1/1 ... [2025-10-10 00:49:24.884541] 2025-10-10T00:49:24.8850937Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:24.8859420Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dlpack.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:24.885061] 2025-10-10T00:49:27.6564128Z 2025-10-10T00:49:27.6566149Z torch_np/numpy_tests/core/test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dlpack_1.1_6eaaf82f8b30eb24_.log 2025-10-10T00:49:27.6567989Z Running 0 items in this shard: 2025-10-10T00:49:27.6568386Z 2025-10-10T00:49:27.6570587Z Running torch_np/numpy_tests/core/test_dtype 1/1 ... [2025-10-10 00:49:27.656559] 2025-10-10T00:49:27.6571417Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:27.6578035Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dtype.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:27.657083] 2025-10-10T00:49:30.4285869Z 2025-10-10T00:49:30.4286810Z torch_np/numpy_tests/core/test_dtype 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dtype_1.1_a023d807c3120168_.log 2025-10-10T00:49:30.4287640Z Running 0 items in this shard: 2025-10-10T00:49:30.4287818Z 2025-10-10T00:49:30.4295625Z Running torch_np/numpy_tests/core/test_einsum 1/1 ... [2025-10-10 00:49:30.428888] 2025-10-10T00:49:30.4296744Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:30.4299531Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_einsum.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:30.429281] 2025-10-10T00:49:33.1504317Z 2025-10-10T00:49:33.1505924Z torch_np/numpy_tests/core/test_einsum 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_einsum_1.1_3f50df811545206b_.log 2025-10-10T00:49:33.1507265Z Running 0 items in this shard: 2025-10-10T00:49:33.1507528Z 2025-10-10T00:49:33.1515884Z Running torch_np/numpy_tests/core/test_getlimits 1/1 ... [2025-10-10 00:49:33.150594] 2025-10-10T00:49:33.1516616Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:33.1518353Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_getlimits.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:33.151133] 2025-10-10T00:49:35.8225376Z 2025-10-10T00:49:35.8227443Z torch_np/numpy_tests/core/test_getlimits 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_getlimits_1.1_af104bd5478cc5ec_.log 2025-10-10T00:49:35.8229098Z Running 0 items in this shard: 2025-10-10T00:49:35.8229447Z 2025-10-10T00:49:35.8230790Z Running torch_np/numpy_tests/core/test_indexing 1/1 ... [2025-10-10 00:49:35.822714] 2025-10-10T00:49:35.8231876Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:35.8240073Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_indexing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:35.823249] 2025-10-10T00:49:38.5946659Z 2025-10-10T00:49:38.5948247Z torch_np/numpy_tests/core/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_indexing_1.1_f3c9c6450b7572a8_.log 2025-10-10T00:49:38.5949539Z Running 0 items in this shard: 2025-10-10T00:49:38.5949803Z 2025-10-10T00:49:38.5953548Z Running torch_np/numpy_tests/core/test_numeric 1/1 ... [2025-10-10 00:49:38.594831] 2025-10-10T00:49:38.5954704Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:38.5958279Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numeric.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:38.595370] 2025-10-10T00:49:41.4671172Z 2025-10-10T00:49:41.4672749Z torch_np/numpy_tests/core/test_numeric 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numeric_1.1_4d211a9229818daa_.log 2025-10-10T00:49:41.4674007Z Running 0 items in this shard: 2025-10-10T00:49:41.4674274Z 2025-10-10T00:49:41.4678257Z Running torch_np/numpy_tests/core/test_numerictypes 1/1 ... [2025-10-10 00:49:41.467400] 2025-10-10T00:49:41.4679031Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:41.4681515Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numerictypes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:41.467699] 2025-10-10T00:49:44.1890413Z 2025-10-10T00:49:44.1891781Z torch_np/numpy_tests/core/test_numerictypes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numerictypes_1.1_d6a2e092b54dfb85_.log 2025-10-10T00:49:44.1892878Z Running 0 items in this shard: 2025-10-10T00:49:44.1893187Z 2025-10-10T00:49:44.1896587Z Running torch_np/numpy_tests/core/test_scalar_ctors 1/1 ... [2025-10-10 00:49:44.189338] 2025-10-10T00:49:44.1897377Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:44.1902662Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_ctors.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:44.189868] 2025-10-10T00:49:46.9614902Z 2025-10-10T00:49:46.9616452Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_6859b27081ca2e80_.log 2025-10-10T00:49:46.9617744Z Running 0 items in this shard: 2025-10-10T00:49:46.9618014Z 2025-10-10T00:49:46.9620203Z Running torch_np/numpy_tests/core/test_scalar_methods 1/1 ... [2025-10-10 00:49:46.961609] 2025-10-10T00:49:46.9620976Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:46.9627104Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_methods.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:46.962129] 2025-10-10T00:49:49.6841375Z 2025-10-10T00:49:49.6843092Z torch_np/numpy_tests/core/test_scalar_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_3d7cfc2d04d62418_.log 2025-10-10T00:49:49.6844414Z Running 0 items in this shard: 2025-10-10T00:49:49.6844678Z 2025-10-10T00:49:49.6845088Z Running torch_np/numpy_tests/core/test_scalarinherit 1/1 ... [2025-10-10 00:49:49.683727] 2025-10-10T00:49:49.6845844Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:49.6848648Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalarinherit.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:49.684305] 2025-10-10T00:49:52.4057088Z 2025-10-10T00:49:52.4059438Z torch_np/numpy_tests/core/test_scalarinherit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalarinherit_1.1_dceff9efb71728cb_.log 2025-10-10T00:49:52.4061208Z Running 0 items in this shard: 2025-10-10T00:49:52.4061499Z 2025-10-10T00:49:52.4063210Z Running torch_np/numpy_tests/core/test_scalarmath 1/1 ... [2025-10-10 00:49:52.405982] 2025-10-10T00:49:52.4064102Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:52.4070052Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalarmath.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:52.406492] 2025-10-10T00:49:55.2280440Z 2025-10-10T00:49:55.2282272Z torch_np/numpy_tests/core/test_scalarmath 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalarmath_1.1_d9ed21b06c2d9b7a_.log 2025-10-10T00:49:55.2283702Z Running 0 items in this shard: 2025-10-10T00:49:55.2284005Z 2025-10-10T00:49:55.2287259Z Running torch_np/numpy_tests/core/test_shape_base 1/1 ... [2025-10-10 00:49:55.228228] 2025-10-10T00:49:55.2288112Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:55.2292568Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_shape_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:55.228756] 2025-10-10T00:49:58.0507032Z 2025-10-10T00:49:58.0508590Z torch_np/numpy_tests/core/test_shape_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_shape_base_1.1_ad9daac283de2a69_.log 2025-10-10T00:49:58.0509896Z Running 0 items in this shard: 2025-10-10T00:49:58.0510163Z 2025-10-10T00:49:58.0513940Z Running torch_np/numpy_tests/fft/test_helper 1/1 ... [2025-10-10 00:49:58.050972] 2025-10-10T00:49:58.0514667Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:49:58.0516280Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/fft/test_helper.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:49:58.051283] 2025-10-10T00:50:00.7725296Z 2025-10-10T00:50:00.7726507Z torch_np/numpy_tests/fft/test_helper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.fft.test_helper_1.1_b8f790219b9e34cc_.log 2025-10-10T00:50:00.7727319Z Running 0 items in this shard: 2025-10-10T00:50:00.7727515Z 2025-10-10T00:50:00.7731535Z Running torch_np/numpy_tests/fft/test_pocketfft 1/1 ... [2025-10-10 00:50:00.772782] 2025-10-10T00:50:00.7732016Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:00.7734822Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/fft/test_pocketfft.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:00.773175] 2025-10-10T00:50:03.4939298Z 2025-10-10T00:50:03.4940964Z torch_np/numpy_tests/fft/test_pocketfft 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.fft.test_pocketfft_1.1_778617d448a88b0d_.log 2025-10-10T00:50:03.4942571Z Running 0 items in this shard: 2025-10-10T00:50:03.4942909Z 2025-10-10T00:50:03.4947759Z Running torch_np/numpy_tests/lib/test_arraypad 1/1 ... [2025-10-10 00:50:03.494379] 2025-10-10T00:50:03.4948688Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:03.4953680Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraypad.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:03.494907] 2025-10-10T00:50:06.2656559Z 2025-10-10T00:50:06.2658408Z torch_np/numpy_tests/lib/test_arraypad 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraypad_1.1_1b2c01cb11c2d899_.log 2025-10-10T00:50:06.2659891Z Running 0 items in this shard: 2025-10-10T00:50:06.2660210Z 2025-10-10T00:50:06.2660705Z Running torch_np/numpy_tests/lib/test_arraysetops 1/1 ... [2025-10-10 00:50:06.265586] 2025-10-10T00:50:06.2661377Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:06.2662946Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraysetops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:06.265882] 2025-10-10T00:50:09.0366321Z 2025-10-10T00:50:09.0367485Z torch_np/numpy_tests/lib/test_arraysetops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_54dff5dc2cdb5425_.log 2025-10-10T00:50:09.0368228Z Running 0 items in this shard: 2025-10-10T00:50:09.0368375Z 2025-10-10T00:50:09.0370755Z Running torch_np/numpy_tests/lib/test_function_base 1/1 ... [2025-10-10 00:50:09.036934] 2025-10-10T00:50:09.0371169Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:09.0376009Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_function_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:09.037237] 2025-10-10T00:50:11.9080490Z 2025-10-10T00:50:11.9082379Z torch_np/numpy_tests/lib/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_c8c746771b901645_.log 2025-10-10T00:50:11.9084295Z Running 0 items in this shard: 2025-10-10T00:50:11.9084641Z 2025-10-10T00:50:11.9087930Z Running torch_np/numpy_tests/lib/test_histograms 1/1 ... [2025-10-10 00:50:11.908545] 2025-10-10T00:50:11.9088792Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:11.9092391Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_histograms.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:11.908897] 2025-10-10T00:50:14.6295915Z 2025-10-10T00:50:14.6297529Z torch_np/numpy_tests/lib/test_histograms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_histograms_1.1_b42d4a2539ff89e7_.log 2025-10-10T00:50:14.6299151Z Running 0 items in this shard: 2025-10-10T00:50:14.6299512Z 2025-10-10T00:50:14.6304619Z Running torch_np/numpy_tests/lib/test_index_tricks 1/1 ... [2025-10-10 00:50:14.630144] 2025-10-10T00:50:14.6305574Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:14.6310963Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_index_tricks.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:14.630652] 2025-10-10T00:50:17.4029630Z 2025-10-10T00:50:17.4031163Z torch_np/numpy_tests/lib/test_index_tricks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_index_tricks_1.1_cd23d1c725b7db09_.log 2025-10-10T00:50:17.4032581Z Running 0 items in this shard: 2025-10-10T00:50:17.4032837Z 2025-10-10T00:50:17.4033217Z Running torch_np/numpy_tests/lib/test_shape_base_ 1/1 ... [2025-10-10 00:50:17.402817] 2025-10-10T00:50:17.4033900Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:17.4036693Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_shape_base_.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:17.403135] 2025-10-10T00:50:20.1733619Z 2025-10-10T00:50:20.1735693Z torch_np/numpy_tests/lib/test_shape_base_ 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_shape_base__1.1_4e6ae414c825090d_.log 2025-10-10T00:50:20.1736997Z Running 0 items in this shard: 2025-10-10T00:50:20.1737255Z 2025-10-10T00:50:20.1739329Z Running torch_np/numpy_tests/lib/test_twodim_base 1/1 ... [2025-10-10 00:50:20.173665] 2025-10-10T00:50:20.1739999Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:20.1745629Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_twodim_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:20.174147] 2025-10-10T00:50:22.8945816Z 2025-10-10T00:50:22.8947395Z torch_np/numpy_tests/lib/test_twodim_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_twodim_base_1.1_ae3aa2fe1f6031e5_.log 2025-10-10T00:50:22.8948653Z Running 0 items in this shard: 2025-10-10T00:50:22.8948914Z 2025-10-10T00:50:22.8954576Z Running torch_np/numpy_tests/lib/test_type_check 1/1 ... [2025-10-10 00:50:22.895077] 2025-10-10T00:50:22.8955316Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:22.8960639Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_type_check.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:22.895698] 2025-10-10T00:50:25.6669379Z 2025-10-10T00:50:25.6671046Z torch_np/numpy_tests/lib/test_type_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_type_check_1.1_d5c996b3d6c7f95c_.log 2025-10-10T00:50:25.6672949Z Running 0 items in this shard: 2025-10-10T00:50:25.6673304Z 2025-10-10T00:50:25.6680279Z Running torch_np/numpy_tests/linalg/test_linalg 1/1 ... [2025-10-10 00:50:25.667322] 2025-10-10T00:50:25.6680833Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:25.6683061Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/linalg/test_linalg.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:25.667787] 2025-10-10T00:50:28.4879326Z 2025-10-10T00:50:28.4880253Z torch_np/numpy_tests/linalg/test_linalg 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.linalg.test_linalg_1.1_783d6a30e01cc4c8_.log 2025-10-10T00:50:28.4881113Z Running 0 items in this shard: 2025-10-10T00:50:28.4881420Z 2025-10-10T00:50:28.4883555Z Running torch_np/test_basic 1/1 ... [2025-10-10 00:50:28.488198] 2025-10-10T00:50:28.4883881Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:28.4888984Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_basic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:28.488475] 2025-10-10T00:50:31.5593092Z 2025-10-10T00:50:31.5594392Z torch_np/test_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_basic_1.1_10f7bfa467d88bef_.log 2025-10-10T00:50:31.5595758Z Running 0 items in this shard: 2025-10-10T00:50:31.5596109Z 2025-10-10T00:50:31.5606879Z Running torch_np/test_binary_ufuncs 1/1 ... [2025-10-10 00:50:31.559798] 2025-10-10T00:50:31.5607927Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:31.5610190Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_binary_ufuncs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:31.560152] 2025-10-10T00:50:34.3323265Z 2025-10-10T00:50:34.3324456Z torch_np/test_binary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_binary_ufuncs_1.1_c992f5c3980164b3_.log 2025-10-10T00:50:34.3325210Z Running 0 items in this shard: 2025-10-10T00:50:34.3325386Z 2025-10-10T00:50:34.3325549Z Running torch_np/test_dtype 1/1 ... [2025-10-10 00:50:34.331891] 2025-10-10T00:50:34.3325921Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:34.3326907Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_dtype.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:34.332191] 2025-10-10T00:50:37.1035137Z 2025-10-10T00:50:37.1036612Z torch_np/test_dtype 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_dtype_1.1_4f414a589f9b883f_.log 2025-10-10T00:50:37.1037851Z Running 0 items in this shard: 2025-10-10T00:50:37.1038172Z 2025-10-10T00:50:37.1040139Z Running torch_np/test_function_base 1/1 ... [2025-10-10 00:50:37.103586] 2025-10-10T00:50:37.1040836Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:37.1047386Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_function_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:37.104200] 2025-10-10T00:50:39.8255108Z 2025-10-10T00:50:39.8256036Z torch_np/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_function_base_1.1_a8e728fc6138ff77_.log 2025-10-10T00:50:39.8256814Z Running 0 items in this shard: 2025-10-10T00:50:39.8257000Z 2025-10-10T00:50:39.8265893Z Running torch_np/test_indexing 1/1 ... [2025-10-10 00:50:39.826099] 2025-10-10T00:50:39.8266751Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:39.8271508Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_indexing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:39.826619] 2025-10-10T00:50:42.5980733Z 2025-10-10T00:50:42.5982299Z torch_np/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_indexing_1.1_6d6c9cf4dc8f11f1_.log 2025-10-10T00:50:42.5983653Z Running 0 items in this shard: 2025-10-10T00:50:42.5983982Z 2025-10-10T00:50:42.5989301Z Running torch_np/test_nep50_examples 1/1 ... [2025-10-10 00:50:42.598431] 2025-10-10T00:50:42.5990192Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:42.5995886Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_nep50_examples.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:42.598973] 2025-10-10T00:50:45.5709724Z 2025-10-10T00:50:45.5711195Z torch_np/test_nep50_examples 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_nep50_examples_1.1_7b7c19ac93a0b6d3_.log 2025-10-10T00:50:45.5712839Z Running 0 items in this shard: 2025-10-10T00:50:45.5713175Z 2025-10-10T00:50:45.5717999Z Running torch_np/test_random 1/1 ... [2025-10-10 00:50:45.571314] 2025-10-10T00:50:45.5723320Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:45.5725542Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_random.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:45.571619] 2025-10-10T00:50:48.3433215Z 2025-10-10T00:50:48.3435091Z torch_np/test_random 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_random_1.1_4253b9c303ebc296_.log 2025-10-10T00:50:48.3436458Z Running 0 items in this shard: 2025-10-10T00:50:48.3436798Z 2025-10-10T00:50:48.3439562Z Running torch_np/test_reductions 1/1 ... [2025-10-10 00:50:48.343528] 2025-10-10T00:50:48.3440436Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:48.3447990Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_reductions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:48.344121] 2025-10-10T00:50:51.2158952Z 2025-10-10T00:50:51.2160149Z torch_np/test_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_reductions_1.1_064240a52326a9cb_.log 2025-10-10T00:50:51.2161476Z Running 0 items in this shard: 2025-10-10T00:50:51.2161834Z 2025-10-10T00:50:51.2167491Z Running torch_np/test_scalars_0D_arrays 1/1 ... [2025-10-10 00:50:51.216246] 2025-10-10T00:50:51.2168209Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:51.2173832Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_scalars_0D_arrays.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:51.216756] 2025-10-10T00:50:53.9381689Z 2025-10-10T00:50:53.9383243Z torch_np/test_scalars_0D_arrays 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_scalars_0D_arrays_1.1_c4f86b5a9d3dead9_.log 2025-10-10T00:50:53.9384460Z Running 0 items in this shard: 2025-10-10T00:50:53.9384759Z 2025-10-10T00:50:53.9389825Z Running torch_np/test_ufuncs_basic 1/1 ... [2025-10-10 00:50:53.938492] 2025-10-10T00:50:53.9390556Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:53.9396012Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_ufuncs_basic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:53.939022] 2025-10-10T00:50:56.7107071Z 2025-10-10T00:50:56.7108668Z torch_np/test_ufuncs_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_ufuncs_basic_1.1_bb46a8d271236458_.log 2025-10-10T00:50:56.7110176Z Running 0 items in this shard: 2025-10-10T00:50:56.7110536Z 2025-10-10T00:50:56.7117729Z Running torch_np/test_unary_ufuncs 1/1 ... [2025-10-10 00:50:56.711041] 2025-10-10T00:50:56.7118581Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:56.7120813Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_unary_ufuncs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:56.711576] 2025-10-10T00:50:59.4329023Z 2025-10-10T00:50:59.4330279Z torch_np/test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_unary_ufuncs_1.1_7d16a21de13f4bf8_.log 2025-10-10T00:50:59.4331524Z Running 0 items in this shard: 2025-10-10T00:50:59.4331800Z 2025-10-10T00:50:59.4334839Z Running typing/test_python_operators 1/1 ... [2025-10-10 00:50:59.433229] 2025-10-10T00:50:59.4335806Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:50:59.4342814Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'typing/test_python_operators.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:50:59.433777] 2025-10-10T00:51:02.1558030Z 2025-10-10T00:51:02.1559718Z typing/test_python_operators 1/1 was successful, full logs can be found in artifacts with path test/test-reports/typing.test_python_operators_1.1_a096a8860bcc1eee_.log 2025-10-10T00:51:02.1561175Z Running 0 items in this shard: 2025-10-10T00:51:02.1561526Z 2025-10-10T00:51:04.7295656Z Running inductor/test_aot_inductor 3/5 ... [2025-10-10 00:51:04.728882] 2025-10-10T00:51:04.7296521Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:51:04.7298379Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor.py', '-m', 'not serial', '--shard-id=3', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:51:04.729235] 2025-10-10T00:51:04.7771804Z Running inductor/test_torchinductor_opinfo 2/16 ... [2025-10-10 00:51:04.776787] 2025-10-10T00:51:04.7772176Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:51:04.7776009Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=2', '--num-shards=16', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:51:04.777130] 2025-10-10T00:58:54.2655353Z 2025-10-10T00:58:54.2659192Z inductor/test_aot_inductor 3/5 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_3.5_177c929758869d8a_.log 2025-10-10T00:58:54.2712547Z Running 168 items in this shard: test/inductor/test_aot_inductor.py::AOTInductorLoggingTest::test_shape_env_reuse, test/inductor/test_aot_inductor.py::TestAOTInductorConfig::test_compile_standalone_explicit_set, test/inductor/test_aot_inductor.py::TestAOTInductorConfig::test_compile_standalone_package_cpp_false_raises, test/inductor/test_aot_inductor.py::TestAOTInductorConfig::test_compile_standalone_sets_package_cpp, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test__weight_int4pack_mm_m_32_n_64_q_group_32_num_groups_2_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_add_complex_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_addmm_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_aoti_constant_tensor_name_collision_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_autotune_int64_user_defined_triton_kernel_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_bool_input_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_buffer_mutation_2_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_clamp_decomposition_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_non_tensor_predicates_dynamic_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_with_parameters_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_with_reinterpret_view_inputs_outputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_consecutive_compiles_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_constant_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_constant_folding_with_update_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_conv_freezing_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fft_c2c_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fp8_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fp8_view_of_param_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_misaligned_input_1_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_misc_1_max_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_model_modified_weights_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_multi_device_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_normal_functional_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_output_misaligned_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_proxy_executor_hann_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_pytree_inputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_quantized_linear_bias_none_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_run_with_grad_enabled_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_device_type_failed_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_dtype_failed_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_fp8_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_scatter_reduce_fallback_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_simple_dynamic_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_stride_with_unbacked_expr_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_sym_expr_indexing_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_symbool_item_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_symint_item_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_dynamic_launcher_grid_infer_from_tensor_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_dynamic_grid_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_dynamic_shape_with_div_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_2_num_dims_1_dynamic_True_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_reinterpret_view_mem_leak_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_tma_descriptor_2d_dynamic_False_tma_version_new_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_tma_descriptor_2d_dynamic_True_tma_version_old_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_unbacked_symint_in_grid_dynamic_False_autotuning_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_mutated_autotuning_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_update_constant_buffer_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_using_model_name_for_files_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_view_outputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_conv_dynamic_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_mixed_device_dynamic_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_parameters_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_pytree_inputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test__weight_int4pack_mm_with_scales_and_zeros_m_32_n_64_q_group_32_num_groups_1_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test__weight_int4pack_mm_with_scales_and_zeros_m_32_n_64_q_group_32_num_groups_2_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_add_complex_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_addmm_multiple_dynamic_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aoti_constant_tensor_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aoti_profiler_enable_kernel_profile_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_autotune_with_constant_folding_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_buffer_mutation_4_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_clamp_decomposition_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_mismatched_branch_output_dynamic_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_nested_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_use_buffers_from_outer_scope_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_with_multiple_outputs_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_constant_folding_with_update_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_constant_original_fqn_and_dtype_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_conv3d_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_duplicate_constant_folding_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_dynamic_cat_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_dynamic_smem_above_default_limit_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_empty_graph_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_foreach_multiple_dynamic_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_free_inactive_buffer_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_linear_dynamic_maxautotune_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_missing_output_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_model_modified_weights_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_output_path_2_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_proxy_executor_squeeze_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_quantized_linear_bias_none_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_repeated_calling_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_repeated_user_defined_triton_kernel_embed_kernel_binary_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_return_view_constant_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_runtime_checks_dtype_failed_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_runtime_checks_shape_failed_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_scatter_reduce_fallback_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_sdpa_2_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_sdpa_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_simple_dynamic_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_simple_embed_kernel_binary_False_max_autotune_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_stft_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_subclasses_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_sym_expr_indexing_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_sym_i64_input_codegen_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_extern_kernel_arg_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_grid_type_3_num_dims_1_dynamic_True_autotune_True_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_grid_type_3_num_dims_2_dynamic_True_autotune_True_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_on_device_tma_dynamic_True_tma_version_old_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_reinterpret_view_mem_leak_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_tma_descriptor_1d_dynamic_True_tma_version_new_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_tma_descriptor_1d_dynamic_True_tma_version_old_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_unbacked_symint_in_grid_dynamic_True_autotuning_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_while_loop_with_outer_code_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_while_loop_with_unbacked_symint_closure_dynamic_True_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_with_profiler_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test__weight_int4pack_mm_m_32_n_64_q_group_64_num_groups_2_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test__weight_int4pack_mm_with_scales_and_zeros_m_32_n_64_q_group_32_num_groups_2_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_add_complex_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_aoti_debug_printer_cpp_kernel_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_aoti_runtime_asserts_backed_symint_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_buffer_mutation_4_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_cond_non_tensor_predicates_dynamic_True_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_consecutive_compiles_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_constant_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_constant_type_propagation_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_d2h_copy_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_dup_unbacked_sym_decl_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_duplicated_params_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_empty_constant_folding_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_extract_constants_map_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_fill__fallback_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_fx_gm_return_tuple_validation_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_inf_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_large_grid_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_linear_freezing_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_load_package_multiple_gpus_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_non_contiguous_output_alias_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_none_args_aot_codegen_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_normal_functional_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_output_misaligned_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_pad_fallback_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_proxy_executor_abs_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_rocm_triton_autotuning_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_run_with_grad_enabled_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_runtime_checks_complex_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_scaled_dot_product_efficient_attention_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_scatter_reduce_fallback_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_sdpa_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_simple_multi_arch_embed_kernel_binary_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_size_with_unbacked_add_and_mul_expr_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_symint_item_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_autotuning_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_dynamic_launcher_grid_infer_from_tensor_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_dynamic_launcher_grid_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_equal_to_1_arg_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_1_num_dims_1_dynamic_False_autotune_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_True_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_True_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_2_num_dims_1_dynamic_False_autotune_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_2_num_dims_1_dynamic_True_autotune_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_3_num_dims_1_dynamic_False_autotune_True_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_3_num_dims_2_dynamic_True_autotune_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_multi_output_arg_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_unbacked_symint_in_grid_dynamic_False_autotuning_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_mutated_autotuning_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_update_constant_buffer_simple_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_while_loop_with_pytree_inputs_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_with_profiler_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_zero_grid_with_backed_symbols_mps 2025-10-10T00:58:54.2764551Z 2025-10-10T00:58:54.2764741Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-10-10T00:58:54.2765313Z Running inductor/test_torchinductor_opinfo 4/16 ... [2025-10-10 00:58:54.265819] 2025-10-10T00:58:54.2765784Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T00:58:54.2766028Z Uploading artifacts took 0.00 seconds 2025-10-10T00:58:54.2766834Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=4', '--num-shards=16', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 00:58:54.266121] 2025-10-10T01:01:35.3065888Z 2025-10-10T01:01:35.3071155Z inductor/test_torchinductor_opinfo 2/16 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_2.16_711e1b2aba7c9038_.log 2025-10-10T01:01:35.3219730Z Running 244 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___getitem___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__batch_norm_with_update_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__native_batch_norm_legit_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acosh_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addr_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addr_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_alias_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_angle_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argsort_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atanh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_and_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_xor_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_tensors_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_to_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_to_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_byte_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cat_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_char_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_char_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cholesky_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_combinations_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_contiguous_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_copysign_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_corrcoef_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cosh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cosh_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_count_nonzero_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumprod_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumprod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_deg2rad_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_embed_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagflat_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_scatter_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dist_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_no_rounding_mode_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_double_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dsplit_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_permuted_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eq_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eq_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eq_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expm1_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exponential_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eye_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftshift_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftshift_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfftn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfftn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flipud_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_floor_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_floor_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmin_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmod_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_like_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_like_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gather_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gcd_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gradient_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_grid_sampler_2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_half_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hstack_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_add_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_select_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_inner_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_inner_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_int_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isclose_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isfinite_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isnan_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_item_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kthvalue_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_le_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lgamma_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cholesky_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eigvals_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lu_factor_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lu_solve_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_matrix_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vander_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_tensor_overload_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log1p_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_softmax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_softmax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_xor_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logsumexp_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_long_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumprod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumsum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_log_softmax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_select_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_softmax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_var_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_var_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_binary_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_median_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_with_dim_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mul_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mul_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_native_batch_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_ones_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_zeros_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_zeros_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_embedding_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_group_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_instance_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_nearest_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_nearest_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_l1_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_layer_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool2d_grad_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_grad_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pdist_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softsign_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softsign_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_fro_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_in_place_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ormqr_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pca_lowrank_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pow_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_prod_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_quantile_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rand_like_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_like_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reciprocal_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_as_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scalar_tensor_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scalar_tensor_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_prod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_hann_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signbit_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sort_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sparse_mm_reduce_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sparse_sampled_addmm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_log_ndtr_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_xlog1py_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_unbiased_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sub_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_along_dim_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensor_split_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensordot_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_topk_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trapz_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_triu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unflatten_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_consecutive_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_where_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_xlogy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_like_cuda_float32 2025-10-10T01:01:35.3376087Z 2025-10-10T01:01:35.3376329Z Running inductor/test_torchinductor_opinfo 12/16 ... [2025-10-10 01:01:35.307769] 2025-10-10T01:01:35.3376766Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:01:35.3377929Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=12', '--num-shards=16', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:01:35.308213] 2025-10-10T01:08:51.3808933Z 2025-10-10T01:08:51.3814077Z inductor/test_torchinductor_opinfo 12/16 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_12.16_7ce1b76d9fc7ccc3_.log 2025-10-10T01:08:51.3942978Z Running 205 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_H_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_T_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_T_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmul___cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__chunk_cat_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__segment_reduce_offsets_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_abs_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_abs_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acos_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acos_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_add_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmv_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_any_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_arange_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argsort_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argwhere_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_3d_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_byte_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_byte_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cartesian_prod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chalf_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chalf_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clone_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_column_stack_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_column_stack_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_complex_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cov_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_deg2rad_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_scatter_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_digamma_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_double_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dsplit_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dsplit_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_strided_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eq_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erf_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfinv_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expm1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfftn_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfftn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_floor_divide_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_frexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gt_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_half_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hash_tensor_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_put_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_int_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isclose_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isreal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kron_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ldexp_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_le_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_le_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lerp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lgamma_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lstsq_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lstsq_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_matrix_power_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_solve_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_tensorsolve_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_tensor_overload_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_and_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_or_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logsumexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mH_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumsum_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_fill_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_logaddexp_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_median_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_binary_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_no_dim_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_movedim_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_movedim_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mul_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nansum_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_full_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool1d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool2d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_max_pool1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_alpha_dropout_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_batch_norm_without_cudnn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_similarity_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_embedding_bag_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_fractional_max_pool3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_pool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_grad_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_nll_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softplus_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_threshold_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_upsample_bilinear_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_fro_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_positive_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_positive_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_prod_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ravel_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reciprocal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reciprocal_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_remainder_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_neg_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_roll_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_roll_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsub_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scalar_tensor_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_add_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_prod_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_searchsorted_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sigmoid_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinc_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_airy_ai_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i0e_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_log_ndtr_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_list_args_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_square_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_mean_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sub_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_along_dim_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensordot_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_sparse_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trapezoid_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_uniform_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_uint16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_float32 2025-10-10T01:08:51.4059766Z 2025-10-10T01:08:51.4060220Z Running inductor/test_torchinductor_opinfo 14/16 ... [2025-10-10 01:08:51.381884] 2025-10-10T01:08:51.4061058Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:08:51.4063027Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=14', '--num-shards=16', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:08:51.382530] 2025-10-10T01:10:28.7464490Z 2025-10-10T01:10:28.7465861Z inductor/test_torchinductor_opinfo 4/16 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_4.16_d14418055c56eb87_.log 2025-10-10T01:10:28.7562292Z Running 231 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_H_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmod___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__chunk_cat_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__softmax_backward_data_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_abs_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acosh_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_add_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_aminmax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_2d_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bfloat16_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bfloat16_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bool_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_shapes_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cartesian_prod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cat_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chalf_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_char_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_max_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_min_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_combinations_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_physical_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_constant_pad_nd_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_contiguous_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_copysign_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_copysign_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cos_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cos_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cosh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagflat_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_floor_rounding_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dot_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_permuted_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_as_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expm1_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expm1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eye_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftshift_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfftn_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fill_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flatten_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_like_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_like_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_geometric_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gt_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gt_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hash_tensor_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_histc_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hypot_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_fill_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_fill_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_put_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_mean_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_select_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isclose_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isfinite_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isneginf_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isposinf_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isreal_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_unary_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kthvalue_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ldexp_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_det_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lu_factor_ex_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_pinv_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_solve_triangular_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_tensorinv_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vander_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vector_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_tensor_overload_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logaddexp2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_and_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_or_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumprod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_prod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_softmin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_std_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_std_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_sum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_var_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_var_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_with_dim_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_with_dim_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_no_dim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanquantile_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ne_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ne_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_neg_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_strided_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool1d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv_transpose2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_group_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_bilinear_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_logsigmoid_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool1d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_mish_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_mish_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_silu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softshrink_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_threshold_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_threshold_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_unfold_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_upsample_bilinear_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_static_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_inf_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_in_place_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_prod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ravel_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_neg_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scalar_tensor_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_prod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_short_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_short_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_bartlett_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_general_cosine_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_hamming_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signbit_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinc_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_erfcx_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_erfcx_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_list_args_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stack_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tile_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_triangular_solve_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tril_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_xlogy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_xlogy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_cuda_bool 2025-10-10T01:10:28.7653569Z 2025-10-10T01:10:28.7653832Z Running inductor/test_torchinductor_dynamic_shapes 5/8 ... [2025-10-10 01:10:28.747095] 2025-10-10T01:10:28.7654300Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:10:28.7655345Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'not serial', '--shard-id=5', '--num-shards=8', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:10:28.747692] 2025-10-10T01:15:48.8604712Z 2025-10-10T01:15:48.8606278Z inductor/test_torchinductor_opinfo 14/16 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_14.16_1ee3e3b5d7a26fe1_.log 2025-10-10T01:15:48.8739167Z Running 225 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_H_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___ror___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acosh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addcmul_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addcmul_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmm_decomposed_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_all_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_all_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_all_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_any_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_arange_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asin_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_3d_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_left_shift_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_right_shift_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_xor_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bucketize_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cat_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_char_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cholesky_solve_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clone_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_column_stack_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_column_stack_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_corrcoef_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummin_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_embed_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_floor_rounding_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_floor_rounding_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dstack_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_einsum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_like_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_strided_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_equal_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_equal_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_equal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erf_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfc_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expm1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftshift_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fill_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flipud_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flipud_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmax_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_frexp_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_like_cuda_uint32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gather_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hstack_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_igammac_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_add_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_fill_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_put_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_mean_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_prod_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isposinf_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isposinf_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isposinf_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_item_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_int64, 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test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_matrix_rank_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_multi_dot_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_pinv_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_solve_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_tensorsolve_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log1p_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_float64, 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test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_nearest_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_trilinear_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_kl_div_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multi_head_attention_forward_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multi_head_attention_forward_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_nll_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_normalize_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_one_hot_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_circular_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softplus_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_static_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_number_mean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pow_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rad2deg_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rad2deg_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ravel_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_remainder_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize__cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_decimals_3_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sigmoid_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_general_cosine_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signbit_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sort_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y0_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y1_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_erfcx_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtr_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_list_args_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stack_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_unbiased_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tile_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_sparse_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_torch_ops_aten__efficient_attention_forward_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trapz_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tril_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_true_divide_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unflatten_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_consecutive_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_mean_unbiased_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vsplit_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_bool 2025-10-10T01:15:48.8886524Z 2025-10-10T01:15:48.8886791Z Running inductor/test_torchinductor_dynamic_shapes 7/8 ... [2025-10-10 01:15:48.861057] 2025-10-10T01:15:48.8887255Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:15:48.8888294Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'not serial', '--shard-id=7', '--num-shards=8', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:15:48.861656] 2025-10-10T01:17:29.8171576Z 2025-10-10T01:17:29.8173939Z inductor/test_torchinductor_dynamic_shapes 5/8 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_5.8_e386ab03fb082dd0_.log 2025-10-10T01:17:29.8317226Z Running 206 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool1d_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool2d_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool_with_output_size_0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_pool_errors_with_long_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex_strided_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_const_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_addmm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_angle_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_any_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_batch_norm_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bitwise2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int64_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_uint8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_int_ndigits_pos_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_empty_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv_bn_fuse_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv_with_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cpu_scalar_with_cpu_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cpu_tensor_with_gpu_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cudnn_rnn_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_scan_op_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dist_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div9_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fmin_fmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_full_like_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gather2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_unbacked_symint_as_output_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_horizonal_fusion2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_nested_indirect_indexing_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_deterministic_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_int_input_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_leaky_relu_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_like_rands_sliced_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linspace2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_log_softmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_nan_sort_stable_False_descending_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_bessel_j0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erfc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erfcx_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_gammainc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_hermite_polynomial_he_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_log_ndtr_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_logit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_modified_bessel_i1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_multigammaln_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randn_like_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randn_with_dtype_and_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_view_default_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_Tensor_decomp_int32_nd_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scalar_output_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scaled_dot_product_attention_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scaled_dot_product_efficient_attention_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_add2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sign_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_size_asserts_for_multi_output_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_softmax_backward_data_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze_varargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_transpose_add_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unbacked_floordiv_simplify_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_bilinear2d_a_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_cat_conv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vdd_clamp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vectorized_ops_masked_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool1d_argmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool2d1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_allow_reuse_active_if_under_peak_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_aoti_eager_support_out_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_aoti_eager_with_persistent_cache_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d6_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int16_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int16_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int64_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int8_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_uint8_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_buffer_copied_in_graph_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_unbacked_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_unbacked_legacy_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cauchy_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_chunk_recompiles_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cpu_scalar_with_gpu_tensor_cpp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cpu_scalar_with_gpu_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cumsum_no_mask_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_unbacked_symints_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_scan_op_compiled_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dist_bf16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int8_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int8_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_uint8_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_uint8_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fallback_mutable_op_no_mutated_tensors_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_full_like_sliced_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fuse_large_params_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fusing_write_into_disjoint_read_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_misaligned_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_pad_dynamic_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_hardsigmoid_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_horizonal_fusion1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_dynamic_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_put_deterministic_fallback_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_put_reinplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inplace_mixed_dtype_ops_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inplace_where_pointwise_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_isinf2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_lgamma_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_like_rands2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_linear_dynamic_maxautotune_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_log_softmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d_with_indices_backward2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_min_max_reduction_nan_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mixed_mm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mm_views_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multi_device_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multilayer_var_lowp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_neg_max_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pad_cast_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_philox_rand_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_bessel_y0_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_expm1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_hermite_polynomial_he_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_i1e_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_xlogy_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_prepare_softmax_with_fast_math_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randint_kernel_count_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remove_noop_view_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_repeat_interleave_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_replication_pad_errors_with_bool_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter_reduce3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scheduler_vertical_fusion1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sigmoid_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sin_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_mutation1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_softmax_backward_data_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_softmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_squeeze_varargs_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_strided_inputs_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum_keepdims_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tensor2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_vectorized_ops_masked_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_view_as_real_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_arithmetic_constant_folding_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_item_to_inputs_kernel_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_pad_dynamic_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_cat_backwards_save_data_dependent_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_matmul_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_reduction_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_dynamic_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_softshrink_cuda 2025-10-10T01:17:29.8442252Z 2025-10-10T01:17:29.8442840Z Running inductor/test_torchinductor_codegen_dynamic_shapes 6/7 ... [2025-10-10 01:17:29.817373] 2025-10-10T01:17:29.8443781Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:17:29.8445914Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'not serial', '--shard-id=6', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:17:29.817886] 2025-10-10T01:23:09.2186660Z 2025-10-10T01:23:09.2188470Z inductor/test_torchinductor_dynamic_shapes 7/8 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_7.8_46d3641c51d8181c_.log 2025-10-10T01:23:09.2261298Z Running 212 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test__dyn_quant_matmul_4bit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_alexnet_prefix_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_dtype_device_layout_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_min_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_to_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_as_strided_on_views_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool3d_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool_errors_with_uint_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int64_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_uint8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_buffer_use_after_remove_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_of_loops_and_extern_kernel_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_upcasting_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_clone_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_compar_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_consecutive_split_cumprod_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_consecutive_split_cumsum_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_2d_strides_nonpositive_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv2d_backward_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv3d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cpu_scalar_with_gpu_tensor_cpp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_scan_op_compiled_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_scan_would_split_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_data_type_propogation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dist_bf16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_precision_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dont_constant_fold_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dropout_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_embedding_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_empty_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_float_index_expression_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_floordiv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fusing_write_into_disjoint_read_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_generated_code_has_alignment_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_mutation_real_name_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_grid_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_like_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_log1p_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_logcumsumexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_low_memory_max_pool_dilation_1_dim_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mm_views_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multilayer_var_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_nan_sort_stable_False_descending_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_needs_contiguous_strides_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pattern_matcher_unbacked_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_philox_rand_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_chebyshev_polynomial_v_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_modified_bessel_k1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_profiler_mark_wrapper_call_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reinterpret_dtypeview_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_clone_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_add1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_unaligned_mask_freezing_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_searchsorted_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_shape_prop_torch_ones_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_special_polygamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_cumsum_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_cumsum_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_with_integer_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sqrt_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_strided_inputs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum_keepdims_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tmp_not_defined_issue3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_uint_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vectorized_ops_masked_var_novec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_view_on_aliased_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_where_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test__dyn_quant_pack_4bit_weight_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool2d2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_const_float_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_argmin_with_duplicates_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d7_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_add_autotune_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_broadcast_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int32_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int64_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_of_loops_and_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_unbacked_empty_1d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_clamp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_concat_add_inplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_1d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_nd_inplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv3d_channels_last_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv3d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cos_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_fixed_layout_sequential_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_scan_op_multi_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_device_assert_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dropout_deterministic_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float16_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_uint8_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_uint8_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_embedding_bag_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_embedding_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fallback_mutable_op_with_return_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fft_real_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fmod_zero_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_gather3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_gelu_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_generated_code_has_alignment_assert_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_generated_code_has_size_stride_assert_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_argmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_mutation_real_name_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_put3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inductor_assert_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_insignificant_strides_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_isin_tensor_scalar_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_large_grid_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_large_offset_pointwise_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_layer_norm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_linear2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_low_memory_max_pool_dilation_1_dim_2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mark_dynamic_with_hint_override_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_matmul_layer_norm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multi_gpu_recompile_on_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multi_threading_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multilayer_sum_low_prec_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mutable_custom_op_fixed_layout_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_nan_to_num_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_bessel_j1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_chebyshev_polynomial_u_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_gammainc_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_logit_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_ndtr_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_sinc_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_polar_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randn_generator_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_resize_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_round_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scalar_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter_add1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_size_asserts_for_multi_output_fallback_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_scatter2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_scatter_dtype_consistency_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_view_with_graph_break_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sort_transpose_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumsum_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_reduction_dynamic_shape_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_reduction_with_int64_size_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tensor_index_put_slice_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_to_memory_format_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_uint_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_nearest2d_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_dynamic_rblock_bounds_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_full_symbolic_value_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_interpolate_ceil_eq_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op1_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op2_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op8_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_fallback_symint_specialization_cuda 2025-10-10T01:23:09.2331675Z 2025-10-10T01:23:09.2331917Z Running inductor/test_torchinductor_codegen_dynamic_shapes 7/7 ... [2025-10-10 01:23:09.219563] 2025-10-10T01:23:09.2332325Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:23:09.2332680Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-10-10T01:23:09.2333036Z Uploading artifacts took 0.00 seconds 2025-10-10T01:23:09.2333903Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'not serial', '--shard-id=7', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:23:09.220248] 2025-10-10T01:25:56.9240882Z 2025-10-10T01:25:56.9244068Z inductor/test_torchinductor_codegen_dynamic_shapes 6/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_6.7_0b97207b3eeac391_.log 2025-10-10T01:25:56.9381908Z Running 272 items in this shard: test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_AllenaiLongformerBase_repro_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_abs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_allow_reuse_disable_if_exceed_peak_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_argmin3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bitwise2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_computed_offsets_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int32_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int64_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_buffer_batch_norm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_builtins_round_float_ndigits_zero_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_single_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_unbacked_legacy_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_clamp_type_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_const_int32_to_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_constant_pad_3d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv1d_depthwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv2d_backward_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_shape_check_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_with_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_copy_non_blocking_is_pinned_use_cat_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_copy_non_blocking_is_pinned_use_cat_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cpu_tensor_with_cpu_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_default_layout_constraint_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_scan_op_multi_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_scan_would_split_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_data_type_propogation_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_deterministic_codegen_on_graph_break_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div9_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div_prim_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_emulate_precision_triton_fp_fusion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_exp2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fallback_mutable_op_list_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_float16_to_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fractional_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fractional_max_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_refcount_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_hardswish_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_hardtanh_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_horizonal_fusion2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_propagation_floordiv_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_propagation_nested_indirect_indexing_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_input_mutation2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_input_mutation3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_insignificant_strides_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_int8_weight_only_quant_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_invalid_operand_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_layer_norm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linspace1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_log1p_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mix_device_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multi_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multilayer_prime_size_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multilayer_var_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mutable_custom_op_fixed_layout_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_new_empty_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nll_loss_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nll_loss_forward_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_no_mega_fusion_during_lowering_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nonzero_unbacked_refinement_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_output_strides_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_permute2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_airy_ai_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_bessel_y0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_chebyshev_polynomial_t_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_erfinv_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_hermite_polynomial_he_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_i1e_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_modified_bessel_i0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_multigammaln_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pow1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_randint_kernel_count_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_randn_with_dtype_and_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reinterpret_dtypeview_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_no_ops_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_as_strided_dynamic_shapes_cpu, 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test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_select_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_signbit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_mutation2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_scatter2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_scatter_dtype_consistency_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_softmax_backward_data_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sort_dynamic_shapes_cpu, 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test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_of_loops_and_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_clamp_type_promotion_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_clamp_type_promotion_non_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_compar_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_computed_buffer_inlining_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_constant_pad_fill_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv_inference_heuristics_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_convolution1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cos_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cpu_scalar_with_gpu_tensor_cpp_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cumsum_zero_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_op_fixed_layout_channels_last_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_op_fixed_layout_sequential_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dropout3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_bfloat16_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float32_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float64_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float64_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float64_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int16_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int32_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int32_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int32_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int64_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int64_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int8_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_uint8_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_uint8_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_uint8_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_uint8_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_embedding_sparse_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_expand_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_expm1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_fill1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_functionalize_rng_wrappers_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_fuse_large_params_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_gelu_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_graph_partition_arange1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_graph_partition_argmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_grid_sampler_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_horizonal_fusion2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_index3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_index_propagation_remainder_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_index_put2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_insignificant_strides_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_large_broadcast_reduction_dynamic_shapes_cuda, 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test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_max_pool2d5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_max_pool2d6_dilation_1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_max_pool2d6_dilation_2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_max_pool2d_with_indices_backward2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_max_pool2d_with_indices_backward5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_mix_device_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_mixed_mm3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_mixed_mm_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_mm_mixed_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_mm_views_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_multilayer_prime_size_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_mutations_loop_fusion_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_new_empty_strided_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_new_ones_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_nll_loss_forward_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_nonzero_unbacked_refinement_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_chebyshev_polynomial_w_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_gammaincc_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_gammaln_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_hermite_polynomial_he_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_laguerre_polynomial_l_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_logit_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_modified_bessel_k0_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_spherical_bessel_j0_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_reflection_pad2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scalar_cpu_tensor_arg_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scalar_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter_reduce1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_mutation1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_cumsum_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_std_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sum1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tan_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tensor3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_to_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_transpose_add_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_triton_kernel_bool_param_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_uint_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unsigned_constant_tensors_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_nearest3d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_var_mean_tile_reduction_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_vectorized_ops_masked_var_novec_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_view_on_aliased_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_view_uint8_through_differing_bitwidths_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views4_dynamic_shapes_cuda 2025-10-10T01:25:56.9548111Z 2025-10-10T01:25:56.9548463Z Running inductor/test_cpu_select_algorithm 1/1 ... [2025-10-10 01:25:56.924563] 2025-10-10T01:25:56.9549088Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:25:56.9550548Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_select_algorithm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:25:56.924930] 2025-10-10T01:26:02.9961481Z 2025-10-10T01:26:02.9963441Z inductor/test_cpu_select_algorithm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_select_algorithm_1.1_d9c7de3d0838ce21_.log 2025-10-10T01:26:02.9964552Z Running 0 items in this shard: 2025-10-10T01:26:02.9965219Z 2025-10-10T01:26:02.9965683Z Running inductor/test_compile_subprocess 2/2 ... [2025-10-10 01:26:02.995708] 2025-10-10T01:26:02.9966135Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:26:02.9967302Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile_subprocess.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:26:02.996088] 2025-10-10T01:30:24.7952198Z 2025-10-10T01:30:24.7954160Z inductor/test_torchinductor_codegen_dynamic_shapes 7/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_7.7_e6236e0adb84ba5f_.log 2025-10-10T01:30:24.8207806Z Running 253 items in this shard: test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex_strided_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_addmv_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_with_persistent_cache_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_argmin2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_argmin_with_nan_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool3d_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool3d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bernoulli1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bmm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_uint8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_buffer_copied_in_graph_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_empty_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_extern_kernel_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_of_loops_and_extern_kernel_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_upcasting_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_chunk_recompiles_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_clamp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_complex_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_constant_pad_fill_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv3d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cpu_scalar_with_cpu_scalar_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cudnn_rnn_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumsum_inf_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumsum_pattern_matcher_issue_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_fixed_layout_sequential_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_scan_op_compiled_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_scan_op_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dist_bf16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dropout_deterministic_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_empty_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_exact_stride_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_expand_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fallback_mutable_op_list_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fill2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_float_index_expression_type_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_full_like_transposed_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_functionalize_rng_wrappers_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_generated_code_has_alignment_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_constant_tensor1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_propagation_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put_deterministic_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_indirect_load_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_grid_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_tensor_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_like_rands_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear_dynamic_maxautotune_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear_mixed_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_logcumsumexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_low_memory_max_pool_dilation_2_dim_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mean_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mixed_mm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mul_softmax_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multi_gpu_recompile_on_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mutable_custom_op_fixed_layout2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mutations_loop_fusion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nan_sort_stable_False_descending_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nan_sort_stable_True_descending_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_neg_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_new_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_no_op_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_norm_constant_overflow_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pattern_matcher_multi_user_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pattern_matcher_unbacked_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pixel_shuffle_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_bessel_j0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_entr_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_erfc_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_gammaln_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_hermite_polynomial_h_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_i1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_laguerre_polynomial_l_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_modified_bessel_i1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remainder_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_noop_copy_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_noop_slice1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_interleave_Tensor_decomp_int64_nd_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_add2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_shape_prop_torch_ones_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sigmoid_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_size_asserts_for_multi_output_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_softmax_one_kernel_persist_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sort_bool_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_failed_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tensor_index_slice_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_transpose_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unbacked_floordiv_simplify_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_var_mean_tile_reduction_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_views1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_views5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_where_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_zero_element_mutation_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex10_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex9_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_const_float_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_addmv_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_allow_reuse_disable_if_exceed_peak_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_angle_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_arange2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_arange5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool2d2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool2d_backward3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool_errors_with_uint_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_both_scalars_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_default_kwargs_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_int32_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_unbacked_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_clamp_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_consecutive_split_cumprod_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_consecutive_split_cumsum_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_constant_pad_1d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_constant_pad_3d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv3d_channels_last_use_block_ptr_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv_with_as_strided_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_convolution2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_convolution3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_convolution5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_copy_non_blocking_is_pinned_use_cat_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cpu_tensor_with_gpu_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cummin_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cumprod_zero_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_op_1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_op_default_layout_constraint_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div9_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div_prim_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dont_constant_fold_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dropout_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_bfloat16_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float16_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float32_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float32_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float64_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float64_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int16_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int16_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int32_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int32_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int32_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int8_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_uint8_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_uint8_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_embedding_bag_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_embedding_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_fallback_mutable_op_list_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_fft_real_input_real_output_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_full_boolean_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_full_like_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_gather1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_graph_partition_constant_tensor1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_graph_partition_constant_tensor2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_graph_partition_mutation_real_name_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_graph_partition_no_inputs_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_graph_partition_unbacked_symint_as_output_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_grid_sampler_expand_preserves_view_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_horizonal_fusion1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_index1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_index_put4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_isinf_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_kwargs_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_large_grid_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_large_pointwise_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_large_tensor_reduction_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_lgamma_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_like_rands2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_linear1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_linspace3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_list_clearing_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_low_memory_max_pool_dilation_2_dim_2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_max_pool2d1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_mean_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_multi_gpu_recompile_on_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_multilayer_var_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_nan_sort_stable_True_descending_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_narrow_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_one_hot_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pad_view_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pattern_matcher_unbacked_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_expm1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_i1e_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_modified_bessel_k1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_polygamma_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_round_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_scaled_modified_bessel_k0_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pow1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pow2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pow_by_natural_log2_dynamic_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_randn_like_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_reduction2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_reduction3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_reduction5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_remove_no_ops_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_repeat_interleave_Tensor_decomp_int64_nd_2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_roi_align_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_round_correctness_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scheduler_vertical_fusion1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sgn_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_simplify_loops_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_mutation3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_view_with_graph_break_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sort_stable_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_cumprod_low_prec_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_cumsum_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_cumsum_low_prec_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_stride_preservation_with_stride_modifying_fx_pass_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sum_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tanh_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_to_device_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_topk_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_torch_device_split_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unbacked_floordiv_simplify_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unbacked_floordiv_simplify_errors_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unsqueeze_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unsqueeze_inplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_bicubic2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_var_correction_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_weight_norm_bwd_dynamic_shapes_cuda 2025-10-10T01:30:24.8436674Z 2025-10-10T01:30:24.8437007Z Running inductor/test_aot_inductor_arrayref 2/2 ... [2025-10-10 01:30:24.796174] 2025-10-10T01:30:24.8437639Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:30:24.8439123Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_arrayref.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:30:24.796485] 2025-10-10T01:35:03.6096604Z 2025-10-10T01:35:03.6097721Z PRINTING LOG FILE of inductor/test_compile_subprocess 2/2 (test/test-reports/inductor.test_compile_subprocess_2.2_4ddf9be2cbeb9279_.log) 2025-10-10T01:35:03.6099432Z Test results will be stored in test-reports/python-pytest/inductor.test_compile_subprocess/inductor.test_compile_subprocess-dd70227f2a2daee0.xml 2025-10-10T01:35:03.6100587Z ============================= test session starts ============================== 2025-10-10T01:35:03.6101427Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-10-10T01:35:03.6102169Z cachedir: .pytest_cache 2025-10-10T01:35:03.6103027Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-10-10T01:35:03.6103978Z rootdir: /var/lib/jenkins/pytorch 2025-10-10T01:35:03.6104502Z configfile: pytest.ini 2025-10-10T01:35:03.6105542Z plugins: flakefinder-1.1.0, subtests-0.13.1, rerunfailures-14.0, hypothesis-6.56.4, cpp-2.3.0, xdoctest-1.3.0, xdist-3.3.1, typeguard-4.3.0 2025-10-10T01:35:03.6106646Z collecting ... collected 879 items 2025-10-10T01:35:03.6107253Z stepcurrent: Cannot find last run test, not skipping 2025-10-10T01:35:03.6211926Z Running 456 items in this shard: test/inductor/test_compile_subprocess.py::TestSubprocess::test_async, test/inductor/test_compile_subprocess.py::GPUTests::test__dyn_quant_matmul_4bit_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test__unsafe_masked_index_put_accumulate_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_adaptive_avg_pool2d1_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_adaptive_avg_pool2d_low_prec_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_adaptive_max_pool2d2_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_add_complex4_cuda, 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test/inductor/test_compile_subprocess.py::GPUTests::test_unspec_inputs_float16_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_unspec_inputs_uint8_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_unsqueeze_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_upsample_bicubic2d_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_upsample_bilinear2d_b_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_upsample_nearest2d_backward_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_upsample_nearest2d_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_upsample_nearest3d_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_var_mean_div_by_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_var_mean_tile_reduction_True_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_vectorized_ops_masked_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_vectorized_ops_masked_var_novec_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_vertical_fusion1_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_view_on_aliased_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_view_uint8_through_differing_bitwidths_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_views1_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_views3_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_views7_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_xblock_divides_xnumel_cuda, test/inductor/test_compile_subprocess.py::GPUTests::test_zeros_cuda 2025-10-10T01:35:03.6311406Z 2025-10-10T01:35:03.6311777Z inductor/test_compile_subprocess.py::TestSubprocess::test_async PASSED [17.3559s] [ 0%] 2025-10-10T01:35:03.6312563Z inductor/test_compile_subprocess.py::GPUTests::test__dyn_quant_matmul_4bit_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0026s] (No _dyn_quant_matmul_4bit implementation on CUDA) [ 0%] 2025-10-10T01:35:03.6313497Z inductor/test_compile_subprocess.py::GPUTests::test__unsafe_masked_index_put_accumulate_cuda <- test/inductor/test_torchinductor.py PASSED [1.7575s] [ 0%] 2025-10-10T01:35:03.6314286Z inductor/test_compile_subprocess.py::GPUTests::test_adaptive_avg_pool2d1_cuda <- test/inductor/test_torchinductor.py PASSED [5.3311s] [ 0%] 2025-10-10T01:35:03.6315052Z inductor/test_compile_subprocess.py::GPUTests::test_adaptive_avg_pool2d_low_prec_cuda <- test/inductor/test_torchinductor.py PASSED [1.3780s] [ 1%] 2025-10-10T01:35:03.6317999Z inductor/test_compile_subprocess.py::GPUTests::test_adaptive_max_pool2d2_cuda <- test/inductor/test_torchinductor.py PASSED [0.1119s] [ 1%] 2025-10-10T01:35:03.6318771Z inductor/test_compile_subprocess.py::GPUTests::test_add_complex4_cuda <- test/inductor/test_torchinductor.py PASSED [2.0505s] [ 1%] 2025-10-10T01:35:03.6319510Z inductor/test_compile_subprocess.py::GPUTests::test_add_complex5_cuda <- test/inductor/test_torchinductor.py PASSED [0.9076s] [ 1%] 2025-10-10T01:35:03.6320228Z inductor/test_compile_subprocess.py::GPUTests::test_add_complex6_cuda <- test/inductor/test_torchinductor.py PASSED [0.9417s] [ 1%] 2025-10-10T01:35:03.6320929Z inductor/test_compile_subprocess.py::GPUTests::test_add_complex7_cuda <- test/inductor/test_torchinductor.py PASSED [0.9084s] [ 2%] 2025-10-10T01:35:03.6321618Z inductor/test_compile_subprocess.py::GPUTests::test_add_complex9_cuda <- test/inductor/test_torchinductor.py PASSED [0.9121s] [ 2%] 2025-10-10T01:35:03.6322316Z inductor/test_compile_subprocess.py::GPUTests::test_add_complex_cuda <- test/inductor/test_torchinductor.py PASSED [0.9142s] [ 2%] 2025-10-10T01:35:03.6323069Z inductor/test_compile_subprocess.py::GPUTests::test_add_complex_strided_fallback_cuda <- test/inductor/test_torchinductor.py PASSED [0.1060s] [ 2%] 2025-10-10T01:35:03.6323836Z inductor/test_compile_subprocess.py::GPUTests::test_add_const_float_cuda <- test/inductor/test_torchinductor.py PASSED [1.1539s] [ 3%] 2025-10-10T01:35:03.6324583Z inductor/test_compile_subprocess.py::GPUTests::test_add_const_int_cuda <- test/inductor/test_torchinductor.py PASSED [2.2352s] [ 3%] 2025-10-10T01:35:03.6325317Z inductor/test_compile_subprocess.py::GPUTests::test_aliased_buffer_reuse_cuda <- test/inductor/test_torchinductor.py PASSED [1.2756s] [ 3%] 2025-10-10T01:35:03.6326095Z inductor/test_compile_subprocess.py::GPUTests::test_allow_reuse_active_if_under_peak_cuda <- test/inductor/test_torchinductor.py PASSED [2.3145s] [ 3%] 2025-10-10T01:35:03.6326853Z inductor/test_compile_subprocess.py::GPUTests::test_any_cuda <- test/inductor/test_torchinductor.py PASSED [1.5576s] [ 3%] 2025-10-10T01:35:03.6327918Z inductor/test_compile_subprocess.py::GPUTests::test_aoti_eager_cache_hit_cuda <- test/inductor/test_torchinductor.py W1010 01:26:49.610000 351474 site-packages/torch/_export/__init__.py:71] +============================+ 2025-10-10T01:35:03.6328880Z W1010 01:26:49.610000 351474 site-packages/torch/_export/__init__.py:72] | !!! WARNING !!! | 2025-10-10T01:35:03.6329386Z W1010 01:26:49.610000 351474 site-packages/torch/_export/__init__.py:73] +============================+ 2025-10-10T01:35:03.6330376Z W1010 01:26:49.610000 351474 site-packages/torch/_export/__init__.py:74] torch._export.aot_compile()/torch._export.aot_load() is being deprecated, please switch to directly calling torch._inductor.aoti_compile_and_package(torch.export.export())/torch._inductor.aoti_load_package() instead. 2025-10-10T01:35:03.6331258Z PASSED [5.0959s] [ 4%] 2025-10-10T01:35:03.6332031Z inductor/test_compile_subprocess.py::GPUTests::test_aoti_eager_dtype_device_layout_cuda <- test/inductor/test_torchinductor.py W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6333025Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6333886Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6334688Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6335461Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6336337Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6337195Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6337957Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6338737Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6339597Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6340461Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6341267Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6342073Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6342900Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6343727Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6344550Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6345372Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6346426Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6347271Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6348121Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6348982Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6349869Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6350774Z W1010 01:26:54.816000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.6351392Z PASSED [4.3489s] [ 4%] 2025-10-10T01:35:03.6351935Z inductor/test_compile_subprocess.py::GPUTests::test_aoti_eager_support_str_cuda <- test/inductor/test_torchinductor.py PASSED [8.5512s] [ 4%] 2025-10-10T01:35:03.6352717Z inductor/test_compile_subprocess.py::GPUTests::test_aoti_eager_with_persistent_cache_cuda <- test/inductor/test_torchinductor.py PASSED [4.6913s] [ 4%] 2025-10-10T01:35:03.6353727Z inductor/test_compile_subprocess.py::GPUTests::test_arange1_cuda <- test/inductor/test_torchinductor.py W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6354639Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6355497Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6356297Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6357073Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6357951Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6358804Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6359567Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6360353Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6361215Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6362074Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6362895Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6363823Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6364779Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6365620Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6366458Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6367298Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6368155Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6369008Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6369863Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6370741Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6371639Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6372550Z W1010 01:27:12.352000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.6373395Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6374030Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6374869Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6375668Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6376444Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6377331Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6378181Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6378941Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6379723Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6380589Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6381662Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6382460Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6383247Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6384082Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6384905Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6385738Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6386570Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6387416Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6388265Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6389120Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6389986Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6390880Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6391831Z W1010 01:27:12.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.6392450Z PASSED [0.8334s] [ 5%] 2025-10-10T01:35:03.6393134Z inductor/test_compile_subprocess.py::GPUTests::test_arange2_cuda <- test/inductor/test_torchinductor.py W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6394051Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6394891Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6395689Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6396466Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6397354Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6398346Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6399237Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6400024Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6400893Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6401759Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6402566Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6403365Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6404195Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6405025Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6405864Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6406706Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6407562Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6408411Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6409270Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6410133Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6411035Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6411939Z W1010 01:27:13.173000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.6412556Z PASSED [0.4634s] [ 5%] 2025-10-10T01:35:03.6413238Z inductor/test_compile_subprocess.py::GPUTests::test_arange3_cuda <- test/inductor/test_torchinductor.py W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6414152Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6414993Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6415783Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6416747Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6417620Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6418461Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6419208Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6419980Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6420843Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6421703Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6422498Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6423276Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6424094Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6424920Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6425741Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6426563Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6427402Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6428245Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6429094Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6429955Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6430844Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6431803Z W1010 01:27:13.638000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.6432639Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6433395Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6434404Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6435204Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6435987Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6436856Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6437720Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6438477Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6439252Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6440108Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6440967Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6441771Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6442557Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6443396Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6444230Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6445063Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6445900Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6446750Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6447610Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6448466Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6449338Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6450237Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6451269Z W1010 01:27:14.065000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.6451979Z PASSED [0.7416s] [ 5%] 2025-10-10T01:35:03.6452667Z inductor/test_compile_subprocess.py::GPUTests::test_arange5_cuda <- test/inductor/test_torchinductor.py W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6453576Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6454414Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6455207Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6455984Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6456856Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6457701Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6458447Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6459226Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6460098Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6460953Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6461769Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6462558Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6463392Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6464234Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6465065Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6465887Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6466730Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6467572Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6482399Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6483527Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6484450Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6485375Z W1010 01:27:14.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.6486227Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6486874Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] Traceback (most recent call last): 2025-10-10T01:35:03.6487754Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6488583Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] ).serialize() 2025-10-10T01:35:03.6489382Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6490288Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6491216Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6492151Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] pickler.dump(obj) 2025-10-10T01:35:03.6493029Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6493913Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6494782Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6495593Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] cls(obj, pickler.options), 2025-10-10T01:35:03.6496405Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6497248Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6498090Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6498937Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6499777Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6500837Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6501691Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6502553Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6503422Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6504325Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6505242Z W1010 01:27:14.848000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.6505871Z PASSED [0.8028s] [ 5%] 2025-10-10T01:35:03.6506596Z inductor/test_compile_subprocess.py::GPUTests::test_arange6_cuda <- test/inductor/test_torchinductor.py W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6507521Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6508381Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6509194Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6509986Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6510891Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6511820Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6512585Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6513382Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6514264Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6515134Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6515938Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6516735Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6517565Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6518536Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6519503Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6520334Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6521183Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6522028Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6522904Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6523788Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6524696Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6525618Z W1010 01:27:15.182000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.6526472Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6527127Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6527993Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6528807Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6529601Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6530499Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6531461Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6532382Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6533242Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6534123Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6534995Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6535806Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6536828Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6537673Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6538516Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6539355Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6540187Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6541045Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6541900Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6542770Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6543646Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6544553Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6545478Z W1010 01:27:15.618000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.6546330Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6546974Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6547832Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6548644Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6549437Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6550331Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6551194Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6552034Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6552829Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6553832Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6554816Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6555619Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6556413Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6557244Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6558080Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6558915Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6559748Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6560598Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6561445Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6562308Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6563184Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6564082Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6565007Z W1010 01:27:15.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.6565645Z PASSED [1.0770s] [ 5%] 2025-10-10T01:35:03.6566146Z inductor/test_compile_subprocess.py::GPUTests::test_argmax_argmin_with_duplicates_cuda <- test/inductor/test_torchinductor.py PASSED [1.8857s] [ 6%] 2025-10-10T01:35:03.6566945Z inductor/test_compile_subprocess.py::GPUTests::test_argmax_argmin_with_nan_cuda <- test/inductor/test_torchinductor.py PASSED [2.8154s] [ 6%] 2025-10-10T01:35:03.6567705Z inductor/test_compile_subprocess.py::GPUTests::test_argmax_min_int32_cuda <- test/inductor/test_torchinductor.py PASSED [0.7216s] [ 6%] 2025-10-10T01:35:03.6568426Z inductor/test_compile_subprocess.py::GPUTests::test_as_strided_cuda <- test/inductor/test_torchinductor.py PASSED [1.3499s] [ 6%] 2025-10-10T01:35:03.6569152Z inductor/test_compile_subprocess.py::GPUTests::test_as_strided_on_views_cuda <- test/inductor/test_torchinductor.py PASSED [0.2685s] [ 7%] 2025-10-10T01:35:03.6569922Z inductor/test_compile_subprocess.py::GPUTests::test_assert_alignment_op_name_pass_cuda <- test/inductor/test_torchinductor.py PASSED [0.0022s] [ 7%] 2025-10-10T01:35:03.6570724Z inductor/test_compile_subprocess.py::GPUTests::test_assert_size_stride_op_name_fail_cuda <- test/inductor/test_torchinductor.py PASSED [0.0021s] [ 7%] 2025-10-10T01:35:03.6571438Z inductor/test_compile_subprocess.py::GPUTests::test_async PASSED [7.7816s] [ 7%] 2025-10-10T01:35:03.6572250Z inductor/test_compile_subprocess.py::GPUTests::test_avg_pool2d2_cuda <- test/inductor/test_torchinductor.py PASSED [0.9199s] [ 7%] 2025-10-10T01:35:03.6573110Z inductor/test_compile_subprocess.py::GPUTests::test_avg_pool2d3_cuda <- test/inductor/test_torchinductor.py PASSED [1.3042s] [ 8%] 2025-10-10T01:35:03.6573795Z inductor/test_compile_subprocess.py::GPUTests::test_avg_pool2d7_cuda <- test/inductor/test_torchinductor.py PASSED [0.1784s] [ 8%] 2025-10-10T01:35:03.6574504Z inductor/test_compile_subprocess.py::GPUTests::test_avg_pool2d_backward2_cuda <- test/inductor/test_torchinductor.py PASSED [9.5737s] [ 8%] 2025-10-10T01:35:03.6575244Z inductor/test_compile_subprocess.py::GPUTests::test_avg_pool2d_backward_cuda <- test/inductor/test_torchinductor.py PASSED [1.8221s] [ 8%] 2025-10-10T01:35:03.6575976Z inductor/test_compile_subprocess.py::GPUTests::test_avg_pool3d_backward_cuda <- test/inductor/test_torchinductor.py PASSED [2.8419s] [ 8%] 2025-10-10T01:35:03.6577052Z inductor/test_compile_subprocess.py::GPUTests::test_avg_pool_errors_with_uint_cuda <- test/inductor/test_torchinductor.py E1010 01:27:47.716000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/0] failed while attempting to run meta for aten.avg_pool2d.default 2025-10-10T01:35:03.6578072Z E1010 01:27:47.716000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6578925Z E1010 01:27:47.716000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.6579755Z E1010 01:27:47.716000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/0] r = func(*args, **kwargs) 2025-10-10T01:35:03.6580505Z E1010 01:27:47.716000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.6581270Z E1010 01:27:47.716000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/0] return self._op(*args, **kwargs) 2025-10-10T01:35:03.6582108Z E1010 01:27:47.716000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 2773, in meta_avg_pool2d 2025-10-10T01:35:03.6582904Z E1010 01:27:47.716000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/0] torch._check( 2025-10-10T01:35:03.6583640Z E1010 01:27:47.716000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.6584534Z E1010 01:27:47.716000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/0] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.6585443Z E1010 01:27:47.716000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.6586246Z E1010 01:27:47.716000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/0] raise error_type(message_evaluated) 2025-10-10T01:35:03.6586933Z E1010 01:27:47.716000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/0] RuntimeError: "avg_pool2d" not implemented for 'torch.uint8' 2025-10-10T01:35:03.6587679Z E1010 01:27:47.727000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/1] failed while attempting to run meta for aten.avg_pool2d.default 2025-10-10T01:35:03.6588368Z E1010 01:27:47.727000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/1] Traceback (most recent call last): 2025-10-10T01:35:03.6589215Z E1010 01:27:47.727000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.6590264Z E1010 01:27:47.727000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/1] r = func(*args, **kwargs) 2025-10-10T01:35:03.6591021Z E1010 01:27:47.727000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.6591831Z E1010 01:27:47.727000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/1] return self._op(*args, **kwargs) 2025-10-10T01:35:03.6592663Z E1010 01:27:47.727000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 2773, in meta_avg_pool2d 2025-10-10T01:35:03.6593447Z E1010 01:27:47.727000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/1] torch._check( 2025-10-10T01:35:03.6594176Z E1010 01:27:47.727000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.6595066Z E1010 01:27:47.727000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/1] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.6595970Z E1010 01:27:47.727000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.6596767Z E1010 01:27:47.727000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/1] raise error_type(message_evaluated) 2025-10-10T01:35:03.6597453Z E1010 01:27:47.727000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/1] RuntimeError: "avg_pool2d" not implemented for 'torch.uint16' 2025-10-10T01:35:03.6598202Z E1010 01:27:47.735000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/2] failed while attempting to run meta for aten.avg_pool2d.default 2025-10-10T01:35:03.6598896Z E1010 01:27:47.735000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/2] Traceback (most recent call last): 2025-10-10T01:35:03.6599743Z E1010 01:27:47.735000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/2] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.6600570Z E1010 01:27:47.735000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/2] r = func(*args, **kwargs) 2025-10-10T01:35:03.6601319Z E1010 01:27:47.735000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/2] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.6602081Z E1010 01:27:47.735000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/2] return self._op(*args, **kwargs) 2025-10-10T01:35:03.6602934Z E1010 01:27:47.735000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/2] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 2773, in meta_avg_pool2d 2025-10-10T01:35:03.6603735Z E1010 01:27:47.735000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/2] torch._check( 2025-10-10T01:35:03.6604483Z E1010 01:27:47.735000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/2] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.6605380Z E1010 01:27:47.735000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/2] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.6606289Z E1010 01:27:47.735000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/2] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.6607232Z E1010 01:27:47.735000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/2] raise error_type(message_evaluated) 2025-10-10T01:35:03.6608041Z E1010 01:27:47.735000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/2] RuntimeError: "avg_pool2d" not implemented for 'torch.uint32' 2025-10-10T01:35:03.6608804Z E1010 01:27:47.744000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/3] failed while attempting to run meta for aten.avg_pool2d.default 2025-10-10T01:35:03.6609502Z E1010 01:27:47.744000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/3] Traceback (most recent call last): 2025-10-10T01:35:03.6610362Z E1010 01:27:47.744000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/3] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.6611250Z E1010 01:27:47.744000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/3] r = func(*args, **kwargs) 2025-10-10T01:35:03.6612152Z E1010 01:27:47.744000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/3] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.6613006Z E1010 01:27:47.744000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/3] return self._op(*args, **kwargs) 2025-10-10T01:35:03.6613847Z E1010 01:27:47.744000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/3] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 2773, in meta_avg_pool2d 2025-10-10T01:35:03.6614639Z E1010 01:27:47.744000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/3] torch._check( 2025-10-10T01:35:03.6615372Z E1010 01:27:47.744000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/3] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.6616261Z E1010 01:27:47.744000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/3] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.6617161Z E1010 01:27:47.744000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/3] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.6617967Z E1010 01:27:47.744000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/3] raise error_type(message_evaluated) 2025-10-10T01:35:03.6618659Z E1010 01:27:47.744000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/3] RuntimeError: "avg_pool2d" not implemented for 'torch.uint64' 2025-10-10T01:35:03.6619410Z E1010 01:27:47.772000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/4] failed while attempting to run meta for aten.avg_pool2d.default 2025-10-10T01:35:03.6620092Z E1010 01:27:47.772000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/4] Traceback (most recent call last): 2025-10-10T01:35:03.6620936Z E1010 01:27:47.772000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/4] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.6621755Z E1010 01:27:47.772000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/4] r = func(*args, **kwargs) 2025-10-10T01:35:03.6622494Z E1010 01:27:47.772000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/4] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.6623246Z E1010 01:27:47.772000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/4] return self._op(*args, **kwargs) 2025-10-10T01:35:03.6624067Z E1010 01:27:47.772000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/4] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 2773, in meta_avg_pool2d 2025-10-10T01:35:03.6624946Z E1010 01:27:47.772000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/4] torch._check( 2025-10-10T01:35:03.6625756Z E1010 01:27:47.772000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/4] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.6626627Z E1010 01:27:47.772000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/4] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.6627512Z E1010 01:27:47.772000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/4] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.6628296Z E1010 01:27:47.772000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/4] raise error_type(message_evaluated) 2025-10-10T01:35:03.6628972Z E1010 01:27:47.772000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/4] RuntimeError: "avg_pool2d" not implemented for 'torch.uint8' 2025-10-10T01:35:03.6629736Z E1010 01:27:47.784000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/5] failed while attempting to run meta for aten.avg_pool2d.default 2025-10-10T01:35:03.6630421Z E1010 01:27:47.784000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/5] Traceback (most recent call last): 2025-10-10T01:35:03.6631264Z E1010 01:27:47.784000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/5] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.6632160Z E1010 01:27:47.784000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/5] r = func(*args, **kwargs) 2025-10-10T01:35:03.6632914Z E1010 01:27:47.784000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/5] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.6633667Z E1010 01:27:47.784000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/5] return self._op(*args, **kwargs) 2025-10-10T01:35:03.6634500Z E1010 01:27:47.784000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/5] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 2773, in meta_avg_pool2d 2025-10-10T01:35:03.6635278Z E1010 01:27:47.784000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/5] torch._check( 2025-10-10T01:35:03.6636000Z E1010 01:27:47.784000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/5] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.6636871Z E1010 01:27:47.784000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/5] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.6637766Z E1010 01:27:47.784000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/5] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.6638558Z E1010 01:27:47.784000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/5] raise error_type(message_evaluated) 2025-10-10T01:35:03.6639240Z E1010 01:27:47.784000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/5] RuntimeError: "avg_pool2d" not implemented for 'torch.uint16' 2025-10-10T01:35:03.6639978Z E1010 01:27:47.795000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/6] failed while attempting to run meta for aten.avg_pool2d.default 2025-10-10T01:35:03.6640654Z E1010 01:27:47.795000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/6] Traceback (most recent call last): 2025-10-10T01:35:03.6641502Z E1010 01:27:47.795000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/6] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.6642457Z E1010 01:27:47.795000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/6] r = func(*args, **kwargs) 2025-10-10T01:35:03.6643320Z E1010 01:27:47.795000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/6] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.6644074Z E1010 01:27:47.795000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/6] return self._op(*args, **kwargs) 2025-10-10T01:35:03.6644903Z E1010 01:27:47.795000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/6] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 2773, in meta_avg_pool2d 2025-10-10T01:35:03.6645683Z E1010 01:27:47.795000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/6] torch._check( 2025-10-10T01:35:03.6646410Z E1010 01:27:47.795000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/6] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.6647291Z E1010 01:27:47.795000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/6] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.6648185Z E1010 01:27:47.795000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/6] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.6648977Z E1010 01:27:47.795000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/6] raise error_type(message_evaluated) 2025-10-10T01:35:03.6649669Z E1010 01:27:47.795000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/6] RuntimeError: "avg_pool2d" not implemented for 'torch.uint32' 2025-10-10T01:35:03.6650413Z E1010 01:27:47.807000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/7] failed while attempting to run meta for aten.avg_pool2d.default 2025-10-10T01:35:03.6651098Z E1010 01:27:47.807000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/7] Traceback (most recent call last): 2025-10-10T01:35:03.6651952Z E1010 01:27:47.807000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/7] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.6652775Z E1010 01:27:47.807000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/7] r = func(*args, **kwargs) 2025-10-10T01:35:03.6653518Z E1010 01:27:47.807000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/7] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.6654280Z E1010 01:27:47.807000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/7] return self._op(*args, **kwargs) 2025-10-10T01:35:03.6655115Z E1010 01:27:47.807000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/7] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 2773, in meta_avg_pool2d 2025-10-10T01:35:03.6655910Z E1010 01:27:47.807000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/7] torch._check( 2025-10-10T01:35:03.6656635Z E1010 01:27:47.807000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/7] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.6657519Z E1010 01:27:47.807000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/7] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.6658413Z E1010 01:27:47.807000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/7] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.6659204Z E1010 01:27:47.807000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/7] raise error_type(message_evaluated) 2025-10-10T01:35:03.6660106Z E1010 01:27:47.807000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/7] RuntimeError: "avg_pool2d" not implemented for 'torch.uint64' 2025-10-10T01:35:03.6661203Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] failed while attempting to run meta for aten.avg_pool3d.default 2025-10-10T01:35:03.6661879Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] Traceback (most recent call last): 2025-10-10T01:35:03.6662716Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.6663539Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] r = func(*args, **kwargs) 2025-10-10T01:35:03.6664281Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.6665044Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] return self._op(*args, **kwargs) 2025-10-10T01:35:03.6665843Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_prims_common/wrappers.py", line 315, in _fn 2025-10-10T01:35:03.6666637Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] result = fn(*args, **kwargs) 2025-10-10T01:35:03.6667453Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 2971, in meta_avg_pool3d 2025-10-10T01:35:03.6668236Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] torch._check( 2025-10-10T01:35:03.6668966Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.6669851Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.6670742Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.6671532Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] raise error_type(message_evaluated) 2025-10-10T01:35:03.6672275Z E1010 01:27:47.828000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/8] RuntimeError: "avg_pool3d" not implemented for 'torch.uint8' 2025-10-10T01:35:03.6673028Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] failed while attempting to run meta for aten.avg_pool3d.default 2025-10-10T01:35:03.6673706Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] Traceback (most recent call last): 2025-10-10T01:35:03.6674542Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.6675360Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] r = func(*args, **kwargs) 2025-10-10T01:35:03.6676100Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.6676859Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] return self._op(*args, **kwargs) 2025-10-10T01:35:03.6677901Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_prims_common/wrappers.py", line 315, in _fn 2025-10-10T01:35:03.6678692Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] result = fn(*args, **kwargs) 2025-10-10T01:35:03.6679508Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 2971, in meta_avg_pool3d 2025-10-10T01:35:03.6680287Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] torch._check( 2025-10-10T01:35:03.6681009Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.6681905Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.6682798Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.6683584Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] raise error_type(message_evaluated) 2025-10-10T01:35:03.6684272Z E1010 01:27:47.840000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/9] RuntimeError: "avg_pool3d" not implemented for 'torch.uint16' 2025-10-10T01:35:03.6685018Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] failed while attempting to run meta for aten.avg_pool3d.default 2025-10-10T01:35:03.6685704Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] Traceback (most recent call last): 2025-10-10T01:35:03.6686555Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.6687388Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] r = func(*args, **kwargs) 2025-10-10T01:35:03.6688139Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.6688905Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] return self._op(*args, **kwargs) 2025-10-10T01:35:03.6689709Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_prims_common/wrappers.py", line 315, in _fn 2025-10-10T01:35:03.6690513Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] result = fn(*args, **kwargs) 2025-10-10T01:35:03.6691347Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 2971, in meta_avg_pool3d 2025-10-10T01:35:03.6692134Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] torch._check( 2025-10-10T01:35:03.6692864Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.6693753Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.6694762Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.6695655Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] raise error_type(message_evaluated) 2025-10-10T01:35:03.6696343Z E1010 01:27:47.852000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/10] RuntimeError: "avg_pool3d" not implemented for 'torch.uint32' 2025-10-10T01:35:03.6697083Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] failed while attempting to run meta for aten.avg_pool3d.default 2025-10-10T01:35:03.6697767Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] Traceback (most recent call last): 2025-10-10T01:35:03.6698616Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.6699449Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] r = func(*args, **kwargs) 2025-10-10T01:35:03.6700198Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.6700959Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] return self._op(*args, **kwargs) 2025-10-10T01:35:03.6701772Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_prims_common/wrappers.py", line 315, in _fn 2025-10-10T01:35:03.6702567Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] result = fn(*args, **kwargs) 2025-10-10T01:35:03.6703393Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 2971, in meta_avg_pool3d 2025-10-10T01:35:03.6704182Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] torch._check( 2025-10-10T01:35:03.6704907Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.6705792Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.6706691Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.6707493Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] raise error_type(message_evaluated) 2025-10-10T01:35:03.6708191Z E1010 01:27:47.865000 351474 site-packages/torch/_subclasses/fake_tensor.py:2825] [0/11] RuntimeError: "avg_pool3d" not implemented for 'torch.uint64' 2025-10-10T01:35:03.6708675Z PASSED [0.1617s] [ 9%] 2025-10-10T01:35:03.6709160Z inductor/test_compile_subprocess.py::GPUTests::test_batch_norm_2d_2_cuda <- test/inductor/test_torchinductor.py PASSED [2.7010s] [ 9%] 2025-10-10T01:35:03.6709871Z inductor/test_compile_subprocess.py::GPUTests::test_batch_norm_2d_cuda <- test/inductor/test_torchinductor.py PASSED [1.3757s] [ 9%] 2025-10-10T01:35:03.6710578Z inductor/test_compile_subprocess.py::GPUTests::test_bfloat16_to_int16_cuda <- test/inductor/test_torchinductor.py PASSED [0.3243s] [ 9%] 2025-10-10T01:35:03.6711277Z inductor/test_compile_subprocess.py::GPUTests::test_bitwise3_cuda <- test/inductor/test_torchinductor.py PASSED [0.4440s] [ 10%] 2025-10-10T01:35:03.6712124Z inductor/test_compile_subprocess.py::GPUTests::test_bmm2_cuda <- test/inductor/test_torchinductor.py PASSED [0.3121s] [ 10%] 2025-10-10T01:35:03.6712939Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_add_autotune_cuda <- test/inductor/test_torchinductor.py PASSED [0.5584s] [ 10%] 2025-10-10T01:35:03.6713697Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_default_kwargs_cuda <- test/inductor/test_torchinductor.py PASSED [0.3141s] [ 10%] 2025-10-10T01:35:03.6714456Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int16_int16_cuda <- test/inductor/test_torchinductor.py PASSED [1.3012s] [ 10%] 2025-10-10T01:35:03.6715209Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int16_int32_cuda <- test/inductor/test_torchinductor.py PASSED [1.3157s] [ 11%] 2025-10-10T01:35:03.6715961Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int16_int64_cuda <- test/inductor/test_torchinductor.py PASSED [1.4275s] [ 11%] 2025-10-10T01:35:03.6716715Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int16_int8_cuda <- test/inductor/test_torchinductor.py PASSED [1.4067s] [ 11%] 2025-10-10T01:35:03.6717474Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int32_int64_cuda <- test/inductor/test_torchinductor.py PASSED [1.3697s] [ 11%] 2025-10-10T01:35:03.6718225Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int32_uint8_cuda <- test/inductor/test_torchinductor.py PASSED [1.4440s] [ 12%] 2025-10-10T01:35:03.6718976Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int64_int16_cuda <- test/inductor/test_torchinductor.py PASSED [1.3885s] [ 12%] 2025-10-10T01:35:03.6719741Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int64_int32_cuda <- test/inductor/test_torchinductor.py PASSED [1.4034s] [ 12%] 2025-10-10T01:35:03.6720606Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int64_uint8_cuda <- test/inductor/test_torchinductor.py PASSED [1.4014s] [ 12%] 2025-10-10T01:35:03.6721364Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int8_int16_cuda <- test/inductor/test_torchinductor.py PASSED [1.4415s] [ 12%] 2025-10-10T01:35:03.6722128Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int8_int32_cuda <- test/inductor/test_torchinductor.py PASSED [1.4607s] [ 13%] 2025-10-10T01:35:03.6722880Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int8_int64_cuda <- test/inductor/test_torchinductor.py PASSED [1.4098s] [ 13%] 2025-10-10T01:35:03.6723630Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int8_int8_cuda <- test/inductor/test_torchinductor.py PASSED [1.4235s] [ 13%] 2025-10-10T01:35:03.6724378Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_int8_uint8_cuda <- test/inductor/test_torchinductor.py PASSED [1.4010s] [ 13%] 2025-10-10T01:35:03.6725145Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_uint8_int32_cuda <- test/inductor/test_torchinductor.py PASSED [1.4301s] [ 14%] 2025-10-10T01:35:03.6725905Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_uint8_int64_cuda <- test/inductor/test_torchinductor.py PASSED [1.4273s] [ 14%] 2025-10-10T01:35:03.6726662Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_int_uint8_uint8_cuda <- test/inductor/test_torchinductor.py PASSED [1.3608s] [ 14%] 2025-10-10T01:35:03.6727420Z inductor/test_compile_subprocess.py::GPUTests::test_bucketize_nd_tiling_False_cuda <- test/inductor/test_torchinductor.py PASSED [0.6143s] [ 14%] 2025-10-10T01:35:03.6728156Z inductor/test_compile_subprocess.py::GPUTests::test_buffer_batch_norm_cuda <- test/inductor/test_torchinductor.py PASSED [1.2250s] [ 14%] 2025-10-10T01:35:03.6728887Z inductor/test_compile_subprocess.py::GPUTests::test_buffer_copied_in_graph_cuda <- test/inductor/test_torchinductor.py PASSED [0.4062s] [ 15%] 2025-10-10T01:35:03.6729612Z inductor/test_compile_subprocess.py::GPUTests::test_builtins_round_cuda <- test/inductor/test_torchinductor.py PASSED [1.2306s] [ 15%] 2025-10-10T01:35:03.6730486Z inductor/test_compile_subprocess.py::GPUTests::test_builtins_round_float_ndigits_pos_cuda <- test/inductor/test_torchinductor.py PASSED [1.1476s] [ 15%] 2025-10-10T01:35:03.6731593Z inductor/test_compile_subprocess.py::GPUTests::test_cat_cuda <- test/inductor/test_torchinductor.py W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6732503Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6733355Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6734155Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6734938Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6735823Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6736682Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6737440Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6738224Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6739099Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6739961Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6740757Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6741541Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6742370Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6743205Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6744036Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6744862Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6745710Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6746555Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6747512Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6748463Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6749359Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6750306Z W1010 01:28:22.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.6751191Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6751894Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6752757Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6753552Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6754325Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6755204Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6756051Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6756817Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6757597Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6758458Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6759312Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6760105Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6760894Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6761722Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6762555Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6763390Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6764212Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6765174Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6766129Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6766975Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6767832Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6768715Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6769666Z W1010 01:28:22.963000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.6770550Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6771178Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6772026Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6772821Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6773597Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6774480Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6775328Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6776087Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6776865Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6777730Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6778594Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6779388Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6780177Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6781004Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6781829Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6782761Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6783697Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6784542Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6785388Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6786235Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6787099Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6787998Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6788963Z W1010 01:28:23.467000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.6789843Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6790470Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6791319Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6792166Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6792936Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6793814Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6794661Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6795415Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6796197Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6797058Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6797923Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6798719Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6799628Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6800576Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6801409Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6802238Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6803061Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6803902Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6804752Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6805606Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6806473Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6807369Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6808319Z W1010 01:28:24.146000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.6808983Z PASSED [2.2018s] [ 15%] 2025-10-10T01:35:03.6809412Z inductor/test_compile_subprocess.py::GPUTests::test_cat_empty_cuda <- test/inductor/test_torchinductor.py PASSED [1.6537s] [ 16%] 2025-10-10T01:35:03.6810110Z inductor/test_compile_subprocess.py::GPUTests::test_cat_empty_index_cuda <- test/inductor/test_torchinductor.py PASSED [0.5905s] [ 16%] 2025-10-10T01:35:03.6810831Z inductor/test_compile_subprocess.py::GPUTests::test_cat_extern_kernel_cuda <- test/inductor/test_torchinductor.py PASSED [0.4222s] [ 16%] 2025-10-10T01:35:03.6811864Z inductor/test_compile_subprocess.py::GPUTests::test_cat_of_loops_and_extern_kernel_cuda <- test/inductor/test_torchinductor.py W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6812836Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6813691Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6814497Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6815270Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6816149Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6817003Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6817959Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6818739Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6819597Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6820453Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6821252Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6822043Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6822882Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6823705Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6824529Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6825355Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6826205Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6827054Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6827905Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6828769Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6829661Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6830644Z W1010 01:28:27.381000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims._low_memory_max_pool_with_offsets.default 2025-10-10T01:35:03.6831338Z PASSED [0.8875s] [ 16%] 2025-10-10T01:35:03.6831800Z inductor/test_compile_subprocess.py::GPUTests::test_cat_uint8_cuda <- test/inductor/test_torchinductor.py PASSED [0.4737s] [ 16%] 2025-10-10T01:35:03.6832512Z inductor/test_compile_subprocess.py::GPUTests::test_cat_unbacked_empty_1d_cuda <- test/inductor/test_torchinductor.py PASSED [0.8984s] [ 17%] 2025-10-10T01:35:03.6833230Z inductor/test_compile_subprocess.py::GPUTests::test_cat_upcasting_cuda <- test/inductor/test_torchinductor.py PASSED [0.6621s] [ 17%] 2025-10-10T01:35:03.6833913Z inductor/test_compile_subprocess.py::GPUTests::test_cauchy_cuda <- test/inductor/test_torchinductor.py PASSED [0.3857s] [ 17%] 2025-10-10T01:35:03.6834613Z inductor/test_compile_subprocess.py::GPUTests::test_check_stack_no_cycles_cuda <- test/inductor/test_torchinductor.py PASSED [0.2917s] [ 17%] 2025-10-10T01:35:03.6835833Z inductor/test_compile_subprocess.py::GPUTests::test_clamp_cuda <- test/inductor/test_torchinductor.py W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6836739Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6837604Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6838401Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6839170Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6840056Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6840916Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6841671Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6842452Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6843314Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6844174Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6844973Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6845751Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6846578Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6847406Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6848234Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6849057Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6849897Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6850736Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6851583Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6852561Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6853555Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6854495Z W1010 01:28:31.296000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.6855152Z PASSED [0.5806s] [ 17%] 2025-10-10T01:35:03.6855874Z inductor/test_compile_subprocess.py::GPUTests::test_clamp_type_promotion_cuda <- test/inductor/test_torchinductor.py W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6856828Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6857672Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6858468Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6859239Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6860113Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6860965Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6861720Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6862496Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6863357Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6864212Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6865003Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6865794Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6866623Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6867449Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6868275Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6869103Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6870054Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6870985Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6871879Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6872738Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6873627Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6874577Z W1010 01:28:31.493000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.6875237Z PASSED [0.4619s] [ 18%] 2025-10-10T01:35:03.6875650Z inductor/test_compile_subprocess.py::GPUTests::test_clone_cuda <- test/inductor/test_torchinductor.py PASSED [0.5985s] [ 18%] 2025-10-10T01:35:03.6876643Z inductor/test_compile_subprocess.py::GPUTests::test_computed_buffer_inlining_cuda <- test/inductor/test_torchinductor.py W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6877603Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6878455Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6879253Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6880024Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6880896Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6881747Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6882496Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6883279Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6884160Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6885013Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6885811Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6886595Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6887544Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6888489Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6889316Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6890145Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6891000Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6891850Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6892707Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6893567Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6894457Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6895363Z W1010 01:28:32.543000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.6895978Z PASSED [0.4168s] [ 18%] 2025-10-10T01:35:03.6896428Z inductor/test_compile_subprocess.py::GPUTests::test_concat_add_inplace_cuda <- test/inductor/test_torchinductor.py PASSED [0.6983s] [ 18%] 2025-10-10T01:35:03.6897244Z inductor/test_compile_subprocess.py::GPUTests::test_config_option_dont_assume_alignment_cudagraphs_cuda <- test/inductor/test_torchinductor.py PASSED [2.0902s] [ 19%] 2025-10-10T01:35:03.6898120Z inductor/test_compile_subprocess.py::GPUTests::test_config_option_dont_assume_alignment_recompiles_cuda <- test/inductor/test_torchinductor.py PASSED [1.7859s] [ 19%] 2025-10-10T01:35:03.6898955Z inductor/test_compile_subprocess.py::GPUTests::test_consecutive_split_cumprod_cuda <- test/inductor/test_torchinductor.py PASSED [0.4796s] [ 19%] 2025-10-10T01:35:03.6899725Z inductor/test_compile_subprocess.py::GPUTests::test_consecutive_split_cumsum_cuda <- test/inductor/test_torchinductor.py PASSED [0.5061s] [ 19%] 2025-10-10T01:35:03.6900461Z inductor/test_compile_subprocess.py::GPUTests::test_constant_pad_2d_cuda <- test/inductor/test_torchinductor.py PASSED [0.7297s] [ 19%] 2025-10-10T01:35:03.6901172Z inductor/test_compile_subprocess.py::GPUTests::test_constant_pad_3d_cuda <- test/inductor/test_torchinductor.py PASSED [0.7866s] [ 20%] 2025-10-10T01:35:03.6901906Z inductor/test_compile_subprocess.py::GPUTests::test_constant_pad_nd_inplace_cuda <- test/inductor/test_torchinductor.py PASSED [0.2932s] [ 20%] 2025-10-10T01:35:03.6902922Z inductor/test_compile_subprocess.py::GPUTests::test_conv1d_depthwise_cuda <- test/inductor/test_torchinductor.py W1010 01:28:40.514000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6903865Z W1010 01:28:40.514000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6904724Z W1010 01:28:40.514000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6905725Z W1010 01:28:40.514000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6906502Z W1010 01:28:40.514000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6907378Z W1010 01:28:40.514000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6908234Z W1010 01:28:40.514000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6908990Z W1010 01:28:40.514000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6909742Z W1010 01:28:40.514000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] AttributeError: Can't pickle local object 'CommonTemplate.test_conv1d_depthwise..ConvModel' 2025-10-10T01:35:03.6910324Z PASSED [0.6604s] [ 20%] 2025-10-10T01:35:03.6910799Z inductor/test_compile_subprocess.py::GPUTests::test_conv2d_backward_channels_last_cuda <- test/inductor/test_torchinductor.py PASSED [0.7167s] [ 20%] 2025-10-10T01:35:03.6911714Z inductor/test_compile_subprocess.py::GPUTests::test_conv2d_channels_last_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0023s] (only support cpu conv2d channels_last) [ 21%] 2025-10-10T01:35:03.6912716Z inductor/test_compile_subprocess.py::GPUTests::test_conv3d_channels_last_use_block_ptr_True_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0021s] (only support cpu conv3d channels_last) [ 21%] 2025-10-10T01:35:03.6913699Z inductor/test_compile_subprocess.py::GPUTests::test_conv_functional_bn_fuse_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0021s] (only support cpu conv bn test) [ 21%] 2025-10-10T01:35:03.6914522Z inductor/test_compile_subprocess.py::GPUTests::test_convolution2_cuda <- test/inductor/test_torchinductor.py PASSED [0.4341s] [ 21%] 2025-10-10T01:35:03.6915598Z inductor/test_compile_subprocess.py::GPUTests::test_convolution5_cuda <- test/inductor/test_torchinductor.py MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 9600, provided ptr: 0x7f8c3c402200 size: 3584 2025-10-10T01:35:03.6916705Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 9600, provided ptr: 0x7f8c3c402200 size: 3584 2025-10-10T01:35:03.6917513Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 4800, provided ptr: 0x7f8c3c401a00 size: 2048 2025-10-10T01:35:03.6918322Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 4800, provided ptr: 0x7f8c3c401a00 size: 2048 2025-10-10T01:35:03.6918825Z PASSED [0.6305s] [ 21%] 2025-10-10T01:35:03.6919605Z inductor/test_compile_subprocess.py::GPUTests::test_copy_non_blocking_is_pinned_use_cat_False_cuda <- test/inductor/test_torchinductor.py W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6920604Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6921458Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6922265Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6923182Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6924182Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6925039Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.6925799Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.6926582Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.6927447Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.6928310Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.6929114Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.6929893Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.6930720Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.6931545Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.6932381Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.6933210Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.6934048Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.6934886Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.6935736Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.6936596Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.6937485Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.6938395Z W1010 01:28:43.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.device_put.default 2025-10-10T01:35:03.6939184Z W1010 01:28:43.393000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6939724Z W1010 01:28:43.393000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6940248Z W1010 01:28:43.394000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6940871Z W1010 01:28:43.394000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6941483Z W1010 01:28:43.395000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6941994Z W1010 01:28:43.395000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6942512Z W1010 01:28:43.396000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6943032Z W1010 01:28:43.396000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6943556Z W1010 01:28:43.397000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6944077Z W1010 01:28:43.397000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6944603Z W1010 01:28:43.398000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6945129Z W1010 01:28:43.398000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6945651Z W1010 01:28:43.399000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6946170Z W1010 01:28:43.399000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6946696Z W1010 01:28:43.400000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6947225Z W1010 01:28:43.400000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6947769Z W1010 01:28:43.401000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6948306Z W1010 01:28:43.401000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6948846Z W1010 01:28:43.402000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6949382Z W1010 01:28:43.402000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6949914Z W1010 01:28:43.403000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6950448Z W1010 01:28:43.403000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6950973Z W1010 01:28:43.404000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6951503Z W1010 01:28:43.404000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6952074Z W1010 01:28:43.405000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6952604Z W1010 01:28:43.405000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6953126Z W1010 01:28:43.406000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6953659Z W1010 01:28:43.406000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6954183Z W1010 01:28:43.407000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6954708Z W1010 01:28:43.407000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6955233Z W1010 01:28:43.408000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6955759Z W1010 01:28:43.408000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6956283Z W1010 01:28:43.409000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6956931Z W1010 01:28:43.409000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6957570Z W1010 01:28:43.410000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6958086Z W1010 01:28:43.410000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6958606Z W1010 01:28:43.411000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6959127Z W1010 01:28:43.411000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6959647Z W1010 01:28:43.412000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6960163Z W1010 01:28:43.412000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6960683Z W1010 01:28:43.413000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6961212Z W1010 01:28:43.413000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6961738Z W1010 01:28:43.414000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6962262Z W1010 01:28:43.414000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6962790Z W1010 01:28:43.415000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6963315Z W1010 01:28:43.415000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6963838Z W1010 01:28:43.415000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6964365Z W1010 01:28:43.416000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6964896Z W1010 01:28:43.416000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6965418Z W1010 01:28:43.417000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6965940Z W1010 01:28:43.417000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6966463Z W1010 01:28:43.418000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6966983Z W1010 01:28:43.418000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6967506Z W1010 01:28:43.419000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6968035Z W1010 01:28:43.419000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6968562Z W1010 01:28:43.420000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6969087Z W1010 01:28:43.420000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6969611Z W1010 01:28:43.421000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6970129Z W1010 01:28:43.421000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6970646Z W1010 01:28:43.422000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6971164Z W1010 01:28:43.422000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6971688Z W1010 01:28:43.423000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6972212Z W1010 01:28:43.423000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6972945Z W1010 01:28:43.424000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6973474Z W1010 01:28:43.424000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6974000Z W1010 01:28:43.425000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6974522Z W1010 01:28:43.425000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6975045Z W1010 01:28:43.426000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6975578Z W1010 01:28:43.426000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6976104Z W1010 01:28:43.427000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6976633Z W1010 01:28:43.427000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6977166Z W1010 01:28:43.428000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6977690Z W1010 01:28:43.428000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6978208Z W1010 01:28:43.429000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6978722Z W1010 01:28:43.429000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6979245Z W1010 01:28:43.430000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6979767Z W1010 01:28:43.430000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6980302Z W1010 01:28:43.431000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6980844Z W1010 01:28:43.431000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6981377Z W1010 01:28:43.432000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6981910Z W1010 01:28:43.432000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6982439Z W1010 01:28:43.433000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6982966Z W1010 01:28:43.433000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6983488Z W1010 01:28:43.434000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6984021Z W1010 01:28:43.434000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6984547Z W1010 01:28:43.435000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6985078Z W1010 01:28:43.435000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6985605Z W1010 01:28:43.436000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6986138Z W1010 01:28:43.436000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6986669Z W1010 01:28:43.437000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6987204Z W1010 01:28:43.437000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6987732Z W1010 01:28:43.438000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6988260Z W1010 01:28:43.438000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6989006Z W1010 01:28:43.439000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6989535Z W1010 01:28:43.439000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6990064Z W1010 01:28:43.440000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6990589Z W1010 01:28:43.440000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6991115Z W1010 01:28:43.441000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6991691Z W1010 01:28:43.441000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6992221Z W1010 01:28:43.442000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.6992801Z [W1010 01:28:43.236843820 collection.cpp:1148] Warning: ROCTracer produced duplicate flow start: 2 (function operator()) 2025-10-10T01:35:03.6993218Z PASSED [0.8114s] [ 22%] 2025-10-10T01:35:03.6994003Z inductor/test_compile_subprocess.py::GPUTests::test_copy_non_blocking_is_pinned_use_cat_True_cuda <- test/inductor/test_torchinductor.py W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.6995010Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.6995873Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.6996677Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.6997460Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.6998354Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.6999222Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7006869Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7007701Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7008583Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7009455Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7010268Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7011059Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7011897Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7012901Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7013855Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7014694Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7015558Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7016416Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7017281Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7018158Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7019053Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7019981Z W1010 01:28:44.149000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.device_put.default 2025-10-10T01:35:03.7020783Z W1010 01:28:44.205000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7021327Z W1010 01:28:44.206000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7021877Z W1010 01:28:44.206000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7022418Z W1010 01:28:44.206000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7022947Z W1010 01:28:44.207000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7023470Z W1010 01:28:44.207000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7024000Z W1010 01:28:44.208000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7024526Z W1010 01:28:44.208000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7025051Z W1010 01:28:44.209000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7025580Z W1010 01:28:44.209000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7026116Z W1010 01:28:44.209000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7026642Z W1010 01:28:44.210000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7027166Z W1010 01:28:44.210000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7027692Z W1010 01:28:44.211000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7028223Z W1010 01:28:44.211000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7028747Z W1010 01:28:44.212000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7029274Z W1010 01:28:44.212000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7030003Z W1010 01:28:44.212000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7030527Z W1010 01:28:44.213000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7031050Z W1010 01:28:44.213000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7031574Z W1010 01:28:44.214000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7032160Z W1010 01:28:44.214000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7032682Z W1010 01:28:44.215000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7033202Z W1010 01:28:44.215000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7033731Z W1010 01:28:44.215000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7034260Z W1010 01:28:44.216000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7034780Z W1010 01:28:44.216000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7035301Z W1010 01:28:44.217000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7035826Z W1010 01:28:44.217000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7036347Z W1010 01:28:44.218000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7036875Z W1010 01:28:44.218000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7037396Z W1010 01:28:44.218000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7037931Z W1010 01:28:44.219000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7038460Z W1010 01:28:44.219000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7038984Z W1010 01:28:44.220000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7039508Z W1010 01:28:44.220000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7040036Z W1010 01:28:44.221000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7040556Z W1010 01:28:44.221000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7041086Z W1010 01:28:44.221000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7041624Z W1010 01:28:44.222000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7042152Z W1010 01:28:44.222000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7042678Z W1010 01:28:44.223000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7043205Z W1010 01:28:44.223000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7043727Z W1010 01:28:44.223000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7044251Z W1010 01:28:44.224000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7044782Z W1010 01:28:44.224000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7045309Z W1010 01:28:44.225000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7046096Z W1010 01:28:44.225000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7046622Z W1010 01:28:44.225000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7047145Z W1010 01:28:44.226000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7047672Z W1010 01:28:44.226000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7048197Z W1010 01:28:44.227000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7048721Z W1010 01:28:44.227000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7049252Z W1010 01:28:44.228000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7049781Z W1010 01:28:44.228000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7050313Z W1010 01:28:44.228000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7050840Z W1010 01:28:44.229000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7051363Z W1010 01:28:44.229000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7051891Z W1010 01:28:44.230000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7052417Z W1010 01:28:44.230000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7052940Z W1010 01:28:44.230000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7053467Z W1010 01:28:44.231000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7054006Z W1010 01:28:44.231000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7054533Z W1010 01:28:44.232000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7055055Z W1010 01:28:44.232000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7055577Z W1010 01:28:44.233000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7056102Z W1010 01:28:44.233000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7056627Z W1010 01:28:44.233000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7057151Z W1010 01:28:44.234000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7057681Z W1010 01:28:44.234000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7058209Z W1010 01:28:44.235000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7058728Z W1010 01:28:44.235000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7059252Z W1010 01:28:44.236000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7059774Z W1010 01:28:44.236000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7060298Z W1010 01:28:44.236000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7060819Z W1010 01:28:44.237000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7061339Z W1010 01:28:44.237000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7062071Z W1010 01:28:44.238000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7062598Z W1010 01:28:44.238000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7063120Z W1010 01:28:44.238000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7063644Z W1010 01:28:44.239000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7064166Z W1010 01:28:44.239000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7064688Z W1010 01:28:44.240000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7065214Z W1010 01:28:44.240000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7065751Z W1010 01:28:44.241000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7066309Z W1010 01:28:44.241000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7066841Z W1010 01:28:44.241000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7067368Z W1010 01:28:44.242000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7067896Z W1010 01:28:44.242000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7068420Z W1010 01:28:44.243000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7068939Z W1010 01:28:44.243000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7069456Z W1010 01:28:44.243000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7069987Z W1010 01:28:44.244000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7070508Z W1010 01:28:44.244000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7071029Z W1010 01:28:44.245000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7071548Z W1010 01:28:44.245000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7072118Z W1010 01:28:44.246000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7072639Z W1010 01:28:44.246000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7073162Z W1010 01:28:44.246000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7073691Z W1010 01:28:44.247000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7074070Z PASSED [2.1030s] [ 22%] 2025-10-10T01:35:03.7074494Z inductor/test_compile_subprocess.py::GPUTests::test_cos_cuda <- test/inductor/test_torchinductor.py PASSED [1.1831s] [ 22%] 2025-10-10T01:35:03.7075219Z inductor/test_compile_subprocess.py::GPUTests::test_cpu_scalar_with_cpu_scalar_cuda <- test/inductor/test_torchinductor.py PASSED [0.5253s] [ 22%] 2025-10-10T01:35:03.7075986Z inductor/test_compile_subprocess.py::GPUTests::test_cpu_scalar_with_cpu_tensor_cuda <- test/inductor/test_torchinductor.py PASSED [0.5401s] [ 23%] 2025-10-10T01:35:03.7076975Z inductor/test_compile_subprocess.py::GPUTests::test_cpu_scalar_with_gpu_tensor_cpp_cuda <- test/inductor/test_torchinductor.py W1010 01:28:47.992000 353394 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7077687Z PASSED [1.4722s] [ 23%] 2025-10-10T01:35:03.7078479Z inductor/test_compile_subprocess.py::GPUTests::test_cpu_scalar_with_gpu_tensor_cuda <- test/inductor/test_torchinductor.py W1010 01:28:49.465000 353394 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7079287Z PASSED [0.3132s] [ 23%] 2025-10-10T01:35:03.7079741Z inductor/test_compile_subprocess.py::GPUTests::test_cpu_tensor_with_cpu_tensor_cuda <- test/inductor/test_torchinductor.py PASSED [0.5396s] [ 23%] 2025-10-10T01:35:03.7080637Z inductor/test_compile_subprocess.py::GPUTests::test_cudnn_rnn_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0023s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 23%] 2025-10-10T01:35:03.7081474Z inductor/test_compile_subprocess.py::GPUTests::test_cummin_cuda <- test/inductor/test_torchinductor.py PASSED [1.7058s] [ 24%] 2025-10-10T01:35:03.7082169Z inductor/test_compile_subprocess.py::GPUTests::test_cumprod_zero_dim_cuda <- test/inductor/test_torchinductor.py PASSED [0.4380s] [ 24%] 2025-10-10T01:35:03.7082869Z inductor/test_compile_subprocess.py::GPUTests::test_cumsum_cuda <- test/inductor/test_torchinductor.py PASSED [2.0455s] [ 24%] 2025-10-10T01:35:03.7083566Z inductor/test_compile_subprocess.py::GPUTests::test_cumsum_no_mask_cuda <- test/inductor/test_torchinductor.py PASSED [0.7111s] [ 24%] 2025-10-10T01:35:03.7084272Z inductor/test_compile_subprocess.py::GPUTests::test_cumsum_zero_dim_cuda <- test/inductor/test_torchinductor.py PASSED [0.4585s] [ 25%] 2025-10-10T01:35:03.7085249Z inductor/test_compile_subprocess.py::GPUTests::test_custom_op_3_cuda <- test/inductor/test_torchinductor.py W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7086176Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7087038Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7087845Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7088619Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7089502Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7090360Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7091120Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7091905Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7092769Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7093629Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7094430Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7095216Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7096161Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7097087Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7097929Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7098761Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7099610Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7100456Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7101330Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7102195Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7103089Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7103994Z W1010 01:28:55.667000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.test.foo3.default 2025-10-10T01:35:03.7104615Z PASSED [0.0908s] [ 25%] 2025-10-10T01:35:03.7105086Z inductor/test_compile_subprocess.py::GPUTests::test_custom_scan_op_compiled_cuda <- test/inductor/test_torchinductor.py PASSED [1.2970s] [ 25%] 2025-10-10T01:35:03.7105844Z inductor/test_compile_subprocess.py::GPUTests::test_custom_scan_would_split_cuda <- test/inductor/test_torchinductor.py PASSED [0.6914s] [ 25%] 2025-10-10T01:35:03.7106599Z inductor/test_compile_subprocess.py::GPUTests::test_deterministic_codegen_cuda <- test/inductor/test_torchinductor.py PASSED [3.9135s] [ 25%] 2025-10-10T01:35:03.7107394Z inductor/test_compile_subprocess.py::GPUTests::test_deterministic_codegen_on_graph_break_cuda <- test/inductor/test_torchinductor.py PASSED [0.8598s] [ 26%] 2025-10-10T01:35:03.7108442Z inductor/test_compile_subprocess.py::GPUTests::test_device_assert_cuda <- test/inductor/test_torchinductor.py W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7109376Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7110229Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7111038Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7111863Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7112741Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7113728Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7114630Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7115419Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7116288Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7117155Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7117956Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7118752Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7119576Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7120408Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7121234Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7122075Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7122925Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7123768Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7124622Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7125482Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7126373Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7127332Z W1010 01:29:02.535000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7128217Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7128849Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] Traceback (most recent call last): 2025-10-10T01:35:03.7129688Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7130483Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] ).serialize() 2025-10-10T01:35:03.7131360Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7132328Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7133182Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7133932Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] pickler.dump(obj) 2025-10-10T01:35:03.7134717Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7135595Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7136463Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7137266Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] cls(obj, pickler.options), 2025-10-10T01:35:03.7138054Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7138878Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7139708Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7140542Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7141366Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7142213Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7143056Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7143914Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7144776Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7145666Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7146618Z W1010 01:29:02.913000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7147289Z PASSED [1.5404s] [ 26%] 2025-10-10T01:35:03.7147988Z inductor/test_compile_subprocess.py::GPUTests::test_dist_bf16_cuda <- test/inductor/test_torchinductor.py W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7149115Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7149968Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7150767Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7151553Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7152480Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7153339Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7154099Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7154880Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7155746Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7156604Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7157410Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7158196Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7159021Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7159852Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7160682Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7161508Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7162352Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7163188Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7164034Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7164893Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7165910Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7166970Z W1010 01:29:04.116000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7167851Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7168482Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7169321Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7170115Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7170892Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7171785Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7172639Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7173394Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7174172Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7175036Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7175894Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7176693Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7177476Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7178301Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7179133Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7179963Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7180784Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7181626Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7182467Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7183452Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7184414Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7185308Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7186254Z W1010 01:29:04.431000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7186914Z PASSED [0.5259s] [ 26%] 2025-10-10T01:35:03.7187597Z inductor/test_compile_subprocess.py::GPUTests::test_dist_cuda <- test/inductor/test_torchinductor.py W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7188512Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7189359Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7190155Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7190925Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7191865Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7192720Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7193474Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7194254Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7195120Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7195974Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7196776Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7197565Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7198394Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7199222Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7200047Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7201003Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7201959Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7202799Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7203651Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7204511Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7205402Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7206353Z W1010 01:29:05.045000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7207012Z PASSED [0.8379s] [ 26%] 2025-10-10T01:35:03.7207422Z inductor/test_compile_subprocess.py::GPUTests::test_div1_cuda <- test/inductor/test_torchinductor.py PASSED [0.6924s] [ 26%] 2025-10-10T01:35:03.7208076Z inductor/test_compile_subprocess.py::GPUTests::test_div5_cuda <- test/inductor/test_torchinductor.py PASSED [0.7690s] [ 27%] 2025-10-10T01:35:03.7208724Z inductor/test_compile_subprocess.py::GPUTests::test_div6_cuda <- test/inductor/test_torchinductor.py PASSED [0.4700s] [ 27%] 2025-10-10T01:35:03.7209371Z inductor/test_compile_subprocess.py::GPUTests::test_div7_cuda <- test/inductor/test_torchinductor.py PASSED [0.5890s] [ 27%] 2025-10-10T01:35:03.7209697Z inductor/test_compile_subprocess.py::GPUTests::test_div_zero_dim_cuda <- test/inductor/test_torchinductor.py PASSED [1.5920s] [ 27%] 2025-10-10T01:35:03.7210279Z inductor/test_compile_subprocess.py::GPUTests::test_dropout2_cuda <- test/inductor/test_torchinductor.py W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7210553Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7211061Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7211289Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7211773Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7212113Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7212565Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7212800Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7213276Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7213703Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7214276Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7214541Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7214993Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7215301Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7215753Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7216066Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7216513Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7216838Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7217289Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7217625Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7218090Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7218444Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7218952Z W1010 01:29:10.044000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.inductor_seeds.default 2025-10-10T01:35:03.7219244Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7219517Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7220026Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7220250Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7220726Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7221054Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7221503Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7221933Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7222409Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7222733Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7223196Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7223459Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7223909Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7224218Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7224667Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7224973Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7225417Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7225743Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7226194Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7226520Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7226981Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7227341Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7227860Z W1010 01:29:10.600000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7227933Z PASSED [1.4020s] [ 28%] 2025-10-10T01:35:03.7228523Z inductor/test_compile_subprocess.py::GPUTests::test_dropout3_cuda <- test/inductor/test_torchinductor.py W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7228792Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7229289Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7229512Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7230102Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7230532Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7230977Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7231215Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7231737Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7232062Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7232534Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7232789Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7233244Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7233543Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7233999Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7234301Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7234756Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7235076Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7235523Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7235857Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7236319Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7236678Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7237173Z W1010 01:29:11.025000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.inductor_seeds.default 2025-10-10T01:35:03.7237470Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7237866Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7238474Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7238698Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7239167Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7239501Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7239945Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7240190Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7240655Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7240976Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7241443Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7241697Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7242153Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7242453Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7242904Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7243203Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7243654Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7243979Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7244426Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7244758Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7245213Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7245576Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7246200Z W1010 01:29:11.923000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7246367Z PASSED [1.4890s] [ 28%] 2025-10-10T01:35:03.7246946Z inductor/test_compile_subprocess.py::GPUTests::test_dropout_cuda <- test/inductor/test_torchinductor.py W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7247218Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7247718Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7247935Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7248416Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7248742Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7249185Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7249416Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7249885Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7250216Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7250677Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7250933Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7251378Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7251677Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7252124Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7252428Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7252877Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7253190Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7253636Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7254073Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7254637Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7254989Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7255483Z W1010 01:29:12.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.inductor_seeds.default 2025-10-10T01:35:03.7255548Z PASSED [0.6387s] [ 28%] 2025-10-10T01:35:03.7256694Z inductor/test_compile_subprocess.py::GPUTests::test_dropout_deterministic_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/133025 for platform(s) inductor, linux. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 28%] 2025-10-10T01:35:03.7257031Z inductor/test_compile_subprocess.py::GPUTests::test_dropout_trivial_0_cuda <- test/inductor/test_torchinductor.py PASSED [0.4543s] [ 28%] 2025-10-10T01:35:03.7257377Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_bfloat16_float16_cuda <- test/inductor/test_torchinductor.py PASSED [1.2288s] [ 29%] 2025-10-10T01:35:03.7257727Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_bfloat16_float32_cuda <- test/inductor/test_torchinductor.py PASSED [0.7139s] [ 29%] 2025-10-10T01:35:03.7258074Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_bfloat16_float64_cuda <- test/inductor/test_torchinductor.py PASSED [0.7108s] [ 29%] 2025-10-10T01:35:03.7258420Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_bfloat16_int16_cuda <- test/inductor/test_torchinductor.py PASSED [0.6794s] [ 29%] 2025-10-10T01:35:03.7258761Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_bfloat16_int8_cuda <- test/inductor/test_torchinductor.py PASSED [0.7223s] [ 30%] 2025-10-10T01:35:03.7259101Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_bfloat16_uint8_cuda <- test/inductor/test_torchinductor.py PASSED [0.6889s] [ 30%] 2025-10-10T01:35:03.7259447Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float16_float16_cuda <- test/inductor/test_torchinductor.py PASSED [0.6795s] [ 30%] 2025-10-10T01:35:03.7259787Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float16_float32_cuda <- test/inductor/test_torchinductor.py PASSED [0.7184s] [ 30%] 2025-10-10T01:35:03.7260129Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float16_float64_cuda <- test/inductor/test_torchinductor.py PASSED [0.7314s] [ 30%] 2025-10-10T01:35:03.7260470Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float16_int16_cuda <- test/inductor/test_torchinductor.py PASSED [0.6905s] [ 31%] 2025-10-10T01:35:03.7260806Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float16_int32_cuda <- test/inductor/test_torchinductor.py PASSED [0.7113s] [ 31%] 2025-10-10T01:35:03.7261136Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float16_int64_cuda <- test/inductor/test_torchinductor.py PASSED [0.7181s] [ 31%] 2025-10-10T01:35:03.7261472Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float16_int8_cuda <- test/inductor/test_torchinductor.py PASSED [0.7129s] [ 31%] 2025-10-10T01:35:03.7261803Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float16_uint8_cuda <- test/inductor/test_torchinductor.py PASSED [0.7236s] [ 32%] 2025-10-10T01:35:03.7262152Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float32_bfloat16_cuda <- test/inductor/test_torchinductor.py PASSED [0.7372s] [ 32%] 2025-10-10T01:35:03.7262696Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float32_float32_cuda <- test/inductor/test_torchinductor.py PASSED [0.4339s] [ 32%] 2025-10-10T01:35:03.7263029Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float32_int16_cuda <- test/inductor/test_torchinductor.py PASSED [0.4602s] [ 32%] 2025-10-10T01:35:03.7263362Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float32_int32_cuda <- test/inductor/test_torchinductor.py PASSED [0.4553s] [ 32%] 2025-10-10T01:35:03.7263694Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float32_uint8_cuda <- test/inductor/test_torchinductor.py PASSED [0.0034s] [ 33%] 2025-10-10T01:35:03.7264037Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float64_float16_cuda <- test/inductor/test_torchinductor.py PASSED [0.0032s] [ 33%] 2025-10-10T01:35:03.7264372Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float64_int32_cuda <- test/inductor/test_torchinductor.py PASSED [0.4275s] [ 33%] 2025-10-10T01:35:03.7264711Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float64_int64_cuda <- test/inductor/test_torchinductor.py PASSED [0.3787s] [ 33%] 2025-10-10T01:35:03.7265043Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_float64_int8_cuda <- test/inductor/test_torchinductor.py PASSED [0.0033s] [ 33%] 2025-10-10T01:35:03.7265377Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int16_float32_cuda <- test/inductor/test_torchinductor.py PASSED [0.7219s] [ 34%] 2025-10-10T01:35:03.7265709Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int16_int32_cuda <- test/inductor/test_torchinductor.py PASSED [0.7288s] [ 34%] 2025-10-10T01:35:03.7266035Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int16_int8_cuda <- test/inductor/test_torchinductor.py PASSED [0.7046s] [ 34%] 2025-10-10T01:35:03.7266372Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int16_uint8_cuda <- test/inductor/test_torchinductor.py PASSED [0.7266s] [ 34%] 2025-10-10T01:35:03.7266713Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int32_bfloat16_cuda <- test/inductor/test_torchinductor.py PASSED [0.4252s] [ 35%] 2025-10-10T01:35:03.7267049Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int32_float32_cuda <- test/inductor/test_torchinductor.py PASSED [0.4095s] [ 35%] 2025-10-10T01:35:03.7267374Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int32_int16_cuda <- test/inductor/test_torchinductor.py PASSED [0.4284s] [ 35%] 2025-10-10T01:35:03.7267704Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int32_int32_cuda <- test/inductor/test_torchinductor.py PASSED [0.4175s] [ 35%] 2025-10-10T01:35:03.7268029Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int32_int8_cuda <- test/inductor/test_torchinductor.py PASSED [0.0033s] [ 35%] 2025-10-10T01:35:03.7268360Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int32_uint8_cuda <- test/inductor/test_torchinductor.py PASSED [0.0031s] [ 36%] 2025-10-10T01:35:03.7268698Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int64_bfloat16_cuda <- test/inductor/test_torchinductor.py PASSED [0.0032s] [ 36%] 2025-10-10T01:35:03.7269038Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int64_float16_cuda <- test/inductor/test_torchinductor.py PASSED [0.0032s] [ 36%] 2025-10-10T01:35:03.7269368Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int64_int16_cuda <- test/inductor/test_torchinductor.py PASSED [0.0031s] [ 36%] 2025-10-10T01:35:03.7269694Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int64_int32_cuda <- test/inductor/test_torchinductor.py PASSED [0.3517s] [ 37%] 2025-10-10T01:35:03.7270032Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int8_float32_cuda <- test/inductor/test_torchinductor.py PASSED [0.0035s] [ 37%] 2025-10-10T01:35:03.7270468Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int8_int16_cuda <- test/inductor/test_torchinductor.py PASSED [0.0032s] [ 37%] 2025-10-10T01:35:03.7270893Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_int8_int8_cuda <- test/inductor/test_torchinductor.py PASSED [0.0031s] [ 37%] 2025-10-10T01:35:03.7271227Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_uint8_float16_cuda <- test/inductor/test_torchinductor.py PASSED [0.0031s] [ 37%] 2025-10-10T01:35:03.7271571Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_uint8_float32_cuda <- test/inductor/test_torchinductor.py PASSED [0.0030s] [ 38%] 2025-10-10T01:35:03.7271948Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_uint8_float64_cuda <- test/inductor/test_torchinductor.py PASSED [0.0030s] [ 38%] 2025-10-10T01:35:03.7272281Z inductor/test_compile_subprocess.py::GPUTests::test_dtypeview_uint8_int64_cuda <- test/inductor/test_torchinductor.py PASSED [0.0031s] [ 38%] 2025-10-10T01:35:03.7272604Z inductor/test_compile_subprocess.py::GPUTests::test_embedding_bag_cuda <- test/inductor/test_torchinductor.py PASSED [0.2454s] [ 38%] 2025-10-10T01:35:03.7272930Z inductor/test_compile_subprocess.py::GPUTests::test_embedding_sparse_cuda <- test/inductor/test_torchinductor.py PASSED [0.2162s] [ 39%] 2025-10-10T01:35:03.7273225Z inductor/test_compile_subprocess.py::GPUTests::test_empty1_cuda <- test/inductor/test_torchinductor.py PASSED [0.1105s] [ 39%] 2025-10-10T01:35:03.7273516Z inductor/test_compile_subprocess.py::GPUTests::test_empty2_cuda <- test/inductor/test_torchinductor.py PASSED [0.1226s] [ 39%] 2025-10-10T01:35:03.7273889Z inductor/test_compile_subprocess.py::GPUTests::test_emulate_precision_triton_fp_fusion_cuda <- test/inductor/test_torchinductor.py PASSED [0.3667s] [ 39%] 2025-10-10T01:35:03.7274173Z inductor/test_compile_subprocess.py::GPUTests::test_erfc_cuda <- test/inductor/test_torchinductor.py PASSED [1.0666s] [ 39%] 2025-10-10T01:35:03.7274465Z inductor/test_compile_subprocess.py::GPUTests::test_erfinv_cuda <- test/inductor/test_torchinductor.py PASSED [1.3517s] [ 40%] 2025-10-10T01:35:03.7274799Z inductor/test_compile_subprocess.py::GPUTests::test_expanded_reduction_cuda <- test/inductor/test_torchinductor.py PASSED [1.0427s] [ 40%] 2025-10-10T01:35:03.7275091Z inductor/test_compile_subprocess.py::GPUTests::test_expm1_cuda <- test/inductor/test_torchinductor.py PASSED [2.9516s] [ 40%] 2025-10-10T01:35:03.7275707Z inductor/test_compile_subprocess.py::GPUTests::test_fallback_mutable_op_basic_cuda <- test/inductor/test_torchinductor.py W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7275967Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] Traceback (most recent call last): 2025-10-10T01:35:03.7276472Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7276685Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] ).serialize() 2025-10-10T01:35:03.7277159Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7277483Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7277921Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7278140Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] pickler.dump(obj) 2025-10-10T01:35:03.7278733Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7279160Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7279616Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7279863Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] cls(obj, pickler.options), 2025-10-10T01:35:03.7280308Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7280604Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7281051Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7281351Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7281786Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7282097Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7282537Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7282858Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7283315Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7283666Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7284140Z W1010 01:29:39.339000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.mylib.inplace_.default 2025-10-10T01:35:03.7284208Z PASSED [0.0383s] [ 40%] 2025-10-10T01:35:03.7284831Z inductor/test_compile_subprocess.py::GPUTests::test_fallback_mutable_op_list_cuda <- test/inductor/test_torchinductor.py W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7285091Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] Traceback (most recent call last): 2025-10-10T01:35:03.7285581Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7285790Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] ).serialize() 2025-10-10T01:35:03.7286256Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7286580Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7287124Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7287456Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] pickler.dump(obj) 2025-10-10T01:35:03.7287916Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7288229Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7288686Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7288934Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] cls(obj, pickler.options), 2025-10-10T01:35:03.7289378Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7289668Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7290109Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7290398Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7290842Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7291156Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7291600Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7291922Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7292369Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7292720Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7293201Z W1010 01:29:39.374000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.mylib.inplace_.default 2025-10-10T01:35:03.7293493Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7293754Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7294257Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7294478Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7295049Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7295472Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7295912Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7296152Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7296620Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 94, in reducer_override 2025-10-10T01:35:03.7296917Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _OpPickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7297383Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 416, in reduce_helper 2025-10-10T01:35:03.7297665Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] result = cls.pickle(op, pickler.options) 2025-10-10T01:35:03.7298114Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7298440Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7298896Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7299253Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7299727Z W1010 01:29:39.436000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.mylib.sin_out.default 2025-10-10T01:35:03.7299795Z PASSED [0.1284s] [ 41%] 2025-10-10T01:35:03.7300439Z inductor/test_compile_subprocess.py::GPUTests::test_fallback_mutable_op_list_tensor_cuda <- test/inductor/test_torchinductor.py W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7300705Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7301200Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7301425Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7301896Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7302228Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7302668Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7303002Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7303571Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 94, in reducer_override 2025-10-10T01:35:03.7303864Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _OpPickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7304328Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 416, in reduce_helper 2025-10-10T01:35:03.7304608Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] result = cls.pickle(op, pickler.options) 2025-10-10T01:35:03.7305057Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7305385Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7305845Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7306203Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7306693Z W1010 01:29:39.545000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.mylib.mysin.default 2025-10-10T01:35:03.7306772Z PASSED [0.5464s] [ 41%] 2025-10-10T01:35:03.7307428Z inductor/test_compile_subprocess.py::GPUTests::test_fallback_mutable_op_no_mutated_tensors_cuda <- test/inductor/test_torchinductor.py W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7307689Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] Traceback (most recent call last): 2025-10-10T01:35:03.7308179Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7308387Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] ).serialize() 2025-10-10T01:35:03.7308849Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7309179Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7309620Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7309837Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] pickler.dump(obj) 2025-10-10T01:35:03.7310297Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7310604Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7311160Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7311495Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] cls(obj, pickler.options), 2025-10-10T01:35:03.7312016Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7312308Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7312759Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7313054Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7313504Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7313816Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7314253Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7314575Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7315030Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7315385Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7315865Z W1010 01:29:40.052000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.mylib.inplace_.default 2025-10-10T01:35:03.7315931Z PASSED [0.0271s] [ 41%] 2025-10-10T01:35:03.7316564Z inductor/test_compile_subprocess.py::GPUTests::test_fallback_mutable_op_with_return_cuda <- test/inductor/test_torchinductor.py W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7316815Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] Traceback (most recent call last): 2025-10-10T01:35:03.7317316Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7317522Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] ).serialize() 2025-10-10T01:35:03.7317986Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7318306Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7318741Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7318958Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] pickler.dump(obj) 2025-10-10T01:35:03.7319564Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7319994Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7320448Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7320694Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] cls(obj, pickler.options), 2025-10-10T01:35:03.7321131Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7321428Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7321873Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7322168Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7322611Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7322919Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7323363Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7323681Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7324134Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7324482Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7324956Z W1010 01:29:40.083000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.mylib.inplace_.default 2025-10-10T01:35:03.7325022Z PASSED [0.0370s] [ 41%] 2025-10-10T01:35:03.7325619Z inductor/test_compile_subprocess.py::GPUTests::test_fft_real_input_cuda <- test/inductor/test_torchinductor.py W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7325886Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7326387Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7326607Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7327073Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7327515Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7328044Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7328277Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7328743Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7329057Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7329522Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7329779Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7330227Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7330524Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7330972Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7331275Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7331728Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7332048Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7332491Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7332819Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7333276Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7333639Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7334152Z W1010 01:29:41.548000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7334218Z PASSED [1.4871s] [ 41%] 2025-10-10T01:35:03.7334518Z inductor/test_compile_subprocess.py::GPUTests::test_fill1_cuda <- test/inductor/test_torchinductor.py PASSED [0.6329s] [ 42%] 2025-10-10T01:35:03.7334835Z inductor/test_compile_subprocess.py::GPUTests::test_float16_to_int16_cuda <- test/inductor/test_torchinductor.py PASSED [0.3481s] [ 42%] 2025-10-10T01:35:03.7335152Z inductor/test_compile_subprocess.py::GPUTests::test_float32_to_int32_cuda <- test/inductor/test_torchinductor.py PASSED [0.3519s] [ 42%] 2025-10-10T01:35:03.7335681Z inductor/test_compile_subprocess.py::GPUTests::test_float_index_expression_cuda <- test/inductor/test_torchinductor.py PASSED [0.0104s] [ 42%] 2025-10-10T01:35:03.7336061Z inductor/test_compile_subprocess.py::GPUTests::test_float_index_expression_type_promotion_cuda <- test/inductor/test_torchinductor.py PASSED [0.3725s] [ 42%] 2025-10-10T01:35:03.7336361Z inductor/test_compile_subprocess.py::GPUTests::test_fmin_fmax_cuda <- test/inductor/test_torchinductor.py PASSED [0.7032s] [ 43%] 2025-10-10T01:35:03.7336651Z inductor/test_compile_subprocess.py::GPUTests::test_fmod_cuda <- test/inductor/test_torchinductor.py PASSED [0.7951s] [ 43%] 2025-10-10T01:35:03.7336958Z inductor/test_compile_subprocess.py::GPUTests::test_fmod_zero_dim_cuda <- test/inductor/test_torchinductor.py PASSED [0.8965s] [ 43%] 2025-10-10T01:35:03.7337297Z inductor/test_compile_subprocess.py::GPUTests::test_fractional_max_pool2d1_cuda <- test/inductor/test_torchinductor.py PASSED [0.9447s] [ 43%] 2025-10-10T01:35:03.7337634Z inductor/test_compile_subprocess.py::GPUTests::test_fractional_max_pool2d2_cuda <- test/inductor/test_torchinductor.py PASSED [1.0675s] [ 44%] 2025-10-10T01:35:03.7337969Z inductor/test_compile_subprocess.py::GPUTests::test_fractional_max_pool2d4_cuda <- test/inductor/test_torchinductor.py PASSED [1.1134s] [ 44%] 2025-10-10T01:35:03.7338284Z inductor/test_compile_subprocess.py::GPUTests::test_full_like_sliced_cuda <- test/inductor/test_torchinductor.py PASSED [0.4466s] [ 44%] 2025-10-10T01:35:03.7338610Z inductor/test_compile_subprocess.py::GPUTests::test_full_like_transposed_cuda <- test/inductor/test_torchinductor.py PASSED [0.5896s] [ 44%] 2025-10-10T01:35:03.7338930Z inductor/test_compile_subprocess.py::GPUTests::test_full_truncation_cuda <- test/inductor/test_torchinductor.py PASSED [1.2716s] [ 44%] 2025-10-10T01:35:03.7339405Z inductor/test_compile_subprocess.py::GPUTests::test_fuse_large_params_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0024s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 45%] 2025-10-10T01:35:03.7339720Z inductor/test_compile_subprocess.py::GPUTests::test_fuse_tiled_cuda <- test/inductor/test_torchinductor.py PASSED [0.8377s] [ 45%] 2025-10-10T01:35:03.7340353Z inductor/test_compile_subprocess.py::GPUTests::test_fusing_write_into_disjoint_read_cuda <- test/inductor/test_torchinductor.py W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7340622Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7341129Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7341349Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7341827Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7342157Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7342606Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7342839Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7343309Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7343727Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7344278Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7344534Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7344981Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7345278Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7345728Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7346033Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7346476Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7346802Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7347267Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7347600Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7348063Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7348415Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7348890Z W1010 01:29:52.046000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.rev.default 2025-10-10T01:35:03.7349182Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7349450Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7349956Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7350176Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7350649Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7350978Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7351546Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7351923Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7352394Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7352713Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7353174Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7353433Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7353884Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7354195Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7354641Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7354943Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7355391Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7355715Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7356171Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7356498Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7356958Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7357314Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7357789Z W1010 01:29:52.353000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.rev.default 2025-10-10T01:35:03.7357862Z PASSED [1.1739s] [ 45%] 2025-10-10T01:35:03.7358172Z inductor/test_compile_subprocess.py::GPUTests::test_gather2_cuda <- test/inductor/test_torchinductor.py PASSED [0.0025s] [ 45%] 2025-10-10T01:35:03.7358468Z inductor/test_compile_subprocess.py::GPUTests::test_gather3_cuda <- test/inductor/test_torchinductor.py PASSED [0.7677s] [ 46%] 2025-10-10T01:35:03.7358807Z inductor/test_compile_subprocess.py::GPUTests::test_generate_rand_fp8_cuda <- test/inductor/test_torchinductor.py PASSED [0.0024s] [ 46%] 2025-10-10T01:35:03.7359463Z inductor/test_compile_subprocess.py::GPUTests::test_generated_code_has_alignment_assert_cuda <- test/inductor/test_torchinductor.py W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7359874Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7360487Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7360705Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7361182Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7361510Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7361961Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7362204Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7362674Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7362991Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7363455Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7363719Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7364171Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7364469Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7364920Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7365220Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7365674Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7365994Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7366449Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7366777Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7367236Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7367594Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7368261Z W1010 01:29:53.993000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.test.foo.default 2025-10-10T01:35:03.7368339Z PASSED [0.3440s] [ 46%] 2025-10-10T01:35:03.7368991Z inductor/test_compile_subprocess.py::GPUTests::test_generated_code_has_size_stride_assert_cuda <- test/inductor/test_torchinductor.py W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7369256Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7369752Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7369980Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7370457Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7370794Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7371238Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7371473Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7371947Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7372263Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7372726Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7372981Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7373433Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7373732Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7374185Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7374488Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7374935Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7375256Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7375801Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7376243Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7376699Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7377054Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7377522Z W1010 01:29:54.338000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.test.foo.default 2025-10-10T01:35:03.7377589Z PASSED [0.5133s] [ 46%] 2025-10-10T01:35:03.7377888Z inductor/test_compile_subprocess.py::GPUTests::test_glu_cuda <- test/inductor/test_torchinductor.py PASSED [1.1847s] [ 46%] 2025-10-10T01:35:03.7378234Z inductor/test_compile_subprocess.py::GPUTests::test_gpu_scalar_with_cpu_tensor_cuda <- test/inductor/test_torchinductor.py PASSED [0.0132s] [ 47%] 2025-10-10T01:35:03.7378575Z inductor/test_compile_subprocess.py::GPUTests::test_gpu_scalar_with_gpu_tensor_cuda <- test/inductor/test_torchinductor.py PASSED [0.3093s] [ 47%] 2025-10-10T01:35:03.7379192Z inductor/test_compile_subprocess.py::GPUTests::test_graph_partition_arange1_cuda <- test/inductor/test_torchinductor.py W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7379459Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7379960Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7380183Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7380662Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7380992Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7381436Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7381665Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7382137Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7382456Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7382923Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7383182Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7383627Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7384030Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7384568Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7384872Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7385321Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7385639Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7386088Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7386418Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7386876Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7387228Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7387698Z W1010 01:29:56.357000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7387990Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7388258Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] Traceback (most recent call last): 2025-10-10T01:35:03.7388758Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7388982Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] ).serialize() 2025-10-10T01:35:03.7389457Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7389791Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7390239Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7390471Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] pickler.dump(obj) 2025-10-10T01:35:03.7390940Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7391256Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7391790Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7392293Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] cls(obj, pickler.options), 2025-10-10T01:35:03.7392744Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7393047Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7393495Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7393796Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7394243Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7394563Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7395007Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7395337Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7395797Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7396154Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7396629Z W1010 01:29:56.863000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7396696Z PASSED [1.0255s] [ 47%] 2025-10-10T01:35:03.7397318Z inductor/test_compile_subprocess.py::GPUTests::test_graph_partition_argmax_cuda <- test/inductor/test_torchinductor.py W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7397580Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7398089Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7398314Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7398782Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7399113Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7399553Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7399788Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7400455Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7400778Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7401244Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7401505Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7401957Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7402260Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7402710Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7403011Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7403463Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7403778Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7404230Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7404562Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7405017Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7405377Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7405890Z W1010 01:29:57.394000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7405966Z PASSED [0.5221s] [ 47%] 2025-10-10T01:35:03.7406322Z inductor/test_compile_subprocess.py::GPUTests::test_graph_partition_both_scalars_cuda <- test/inductor/test_torchinductor.py PASSED [0.5594s] [ 48%] 2025-10-10T01:35:03.7406966Z inductor/test_compile_subprocess.py::GPUTests::test_graph_partition_constant_tensor1_cuda <- test/inductor/test_torchinductor.py W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7407231Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7407730Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7407954Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7408635Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7408965Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7409412Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7409643Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7410108Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7410434Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7410902Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7411156Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7411608Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7411907Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7412361Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7412661Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7413112Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7413430Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7413876Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7414211Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7414671Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7415030Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7415545Z W1010 01:29:58.479000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7415618Z PASSED [0.5220s] [ 48%] 2025-10-10T01:35:03.7415987Z inductor/test_compile_subprocess.py::GPUTests::test_graph_partition_constant_tensor2_cuda <- test/inductor/test_torchinductor.py PASSED [0.3239s] [ 48%] 2025-10-10T01:35:03.7416817Z inductor/test_compile_subprocess.py::GPUTests::test_graph_partition_no_inputs_cuda <- test/inductor/test_torchinductor.py W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7417083Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] Traceback (most recent call last): 2025-10-10T01:35:03.7417580Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7417805Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] ).serialize() 2025-10-10T01:35:03.7418280Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7418617Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7419060Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7419298Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] pickler.dump(obj) 2025-10-10T01:35:03.7419769Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7420085Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7420553Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7420810Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7421270Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7421567Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7422017Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7422321Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7422767Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7423085Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7423528Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7423862Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7424415Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7424862Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7425355Z W1010 01:29:59.350000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.inductor_seeds.default 2025-10-10T01:35:03.7425423Z PASSED [0.5598s] [ 48%] 2025-10-10T01:35:03.7425783Z inductor/test_compile_subprocess.py::GPUTests::test_graph_partition_pad_dynamic_cuda <- test/inductor/test_torchinductor.py PASSED [3.5058s] [ 48%] 2025-10-10T01:35:03.7426128Z inductor/test_compile_subprocess.py::GPUTests::test_graph_partition_refcount_cuda <- test/inductor/test_torchinductor.py PASSED [5.3423s] [ 49%] 2025-10-10T01:35:03.7426806Z inductor/test_compile_subprocess.py::GPUTests::test_graph_partition_unbacked_symint_as_output_cuda <- test/inductor/test_torchinductor.py W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7427083Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] Traceback (most recent call last): 2025-10-10T01:35:03.7427591Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7427816Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] ).serialize() 2025-10-10T01:35:03.7428299Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7428643Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7429088Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7429332Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] pickler.dump(obj) 2025-10-10T01:35:03.7429804Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7430128Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7430591Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7430858Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] cls(obj, pickler.options), 2025-10-10T01:35:03.7431309Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7431615Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7432120Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7432548Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7433109Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7433432Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7433884Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7434216Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7434686Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7435059Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7435535Z W1010 01:30:08.764000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0_1] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7435607Z PASSED [1.6655s] [ 49%] 2025-10-10T01:35:03.7436206Z inductor/test_compile_subprocess.py::GPUTests::test_grid_sampler_2d_cuda <- test/inductor/test_torchinductor.py W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7436476Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7436981Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7437209Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7437684Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7438011Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7438456Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7438692Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7439163Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7439479Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7439949Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7440207Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7440775Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7441175Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7441624Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7441925Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7442370Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7442692Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7443138Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7443470Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7443926Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7444283Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7444758Z W1010 01:30:10.679000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7444828Z PASSED [2.2085s] [ 49%] 2025-10-10T01:35:03.7445486Z inductor/test_compile_subprocess.py::GPUTests::test_grid_sampler_expand_preserves_view_cuda <- test/inductor/test_torchinductor.py W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7445748Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7446251Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7446471Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7446947Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7447279Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7447721Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7447956Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7448519Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7448931Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7449391Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7449646Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7450098Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7450397Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7450853Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7451157Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7451609Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7451925Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7452374Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7452707Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7453165Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7453521Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7453989Z W1010 01:30:13.274000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7454058Z PASSED [4.6679s] [ 49%] 2025-10-10T01:35:03.7454653Z inductor/test_compile_subprocess.py::GPUTests::test_hardsigmoid_cuda <- test/inductor/test_torchinductor.py W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7454922Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7455419Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7455641Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7456114Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7456544Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7457078Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7457310Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7457780Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7458095Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7458564Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7458828Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7459276Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7459580Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7460025Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7460326Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7460773Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7461094Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7461538Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7461867Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7462323Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7462677Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7463196Z W1010 01:30:17.715000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7463262Z PASSED [0.6207s] [ 50%] 2025-10-10T01:35:03.7463845Z inductor/test_compile_subprocess.py::GPUTests::test_hardswish_cuda <- test/inductor/test_torchinductor.py W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7464108Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7464715Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7465031Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7465502Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7465832Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7466274Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7466507Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7466980Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7467301Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7467762Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7468017Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7468467Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7468769Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7469219Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7469516Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7469963Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7470278Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7470728Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7471063Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7471518Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7471918Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7472432Z W1010 01:30:18.356000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7472756Z PASSED [0.6406s] [ 50%] 2025-10-10T01:35:03.7473092Z inductor/test_compile_subprocess.py::GPUTests::test_horizonal_fusion2_cuda <- test/inductor/test_torchinductor.py PASSED [0.7795s] [ 50%] 2025-10-10T01:35:03.7473392Z inductor/test_compile_subprocess.py::GPUTests::test_index1_cuda <- test/inductor/test_torchinductor.py PASSED [1.0406s] [ 50%] 2025-10-10T01:35:03.7473684Z inductor/test_compile_subprocess.py::GPUTests::test_index3_cuda <- test/inductor/test_torchinductor.py PASSED [0.5754s] [ 50%] 2025-10-10T01:35:03.7474299Z inductor/test_compile_subprocess.py::GPUTests::test_index_dynamic_shapes_cuda <- test/inductor/test_torchinductor.py W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7474567Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7475069Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7475297Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7475767Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7476096Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7476534Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7476776Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7477248Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7477563Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7478023Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7478275Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7478726Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7479027Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7479475Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7479777Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7480228Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7480550Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7481191Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7481522Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7481974Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7482331Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7482803Z W1010 01:30:21.023000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7483100Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7483364Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7483863Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7484085Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7484558Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7484892Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7485336Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7485572Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7486042Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7486355Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7486818Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7487075Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7487527Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7487825Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7488273Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7488683Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7489226Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7489545Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7489989Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7490321Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7490782Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7491144Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7491608Z W1010 01:30:21.783000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7491678Z PASSED [1.3884s] [ 51%] 2025-10-10T01:35:03.7492301Z inductor/test_compile_subprocess.py::GPUTests::test_index_propagation_abs_cuda <- test/inductor/test_torchinductor.py W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7492562Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7493068Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7493290Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7493765Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7494093Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7494539Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7494773Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7495248Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7495568Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7496026Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7496283Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7496836Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7497245Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7497694Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7498000Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7498453Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7498772Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7503325Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7503717Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7504211Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7504582Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7505071Z W1010 01:30:22.341000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7505152Z PASSED [0.5058s] [ 51%] 2025-10-10T01:35:03.7505768Z inductor/test_compile_subprocess.py::GPUTests::test_index_propagation_cuda <- test/inductor/test_torchinductor.py W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7506047Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7506550Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7506779Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7507262Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7507603Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7508051Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7508288Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7508773Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7509232Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7509803Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7510064Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7510517Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7510831Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7511281Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7511592Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7512098Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7512421Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7512863Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7513207Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7513674Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7514029Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7514505Z W1010 01:30:22.842000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7514578Z PASSED [0.4732s] [ 51%] 2025-10-10T01:35:03.7515247Z inductor/test_compile_subprocess.py::GPUTests::test_index_propagation_device_assert_masked_cuda <- test/inductor/test_torchinductor.py W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7515524Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7516028Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7516250Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7516729Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7517062Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7517636Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7517990Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7518458Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7518780Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7519241Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7519507Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7519960Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7520261Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7520707Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7521012Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7521455Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7521776Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7522225Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7522549Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7523007Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7523370Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7523846Z W1010 01:30:23.329000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7524139Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7524406Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7524904Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7525131Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7525715Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7526141Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7526592Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7526828Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7527302Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7527618Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7528095Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7528353Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7528803Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7529104Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7529553Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7529860Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7530303Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7530624Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7531071Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7531406Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7531867Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7532221Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7532693Z W1010 01:30:23.882000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7532761Z PASSED [0.7685s] [ 51%] 2025-10-10T01:35:03.7533493Z inductor/test_compile_subprocess.py::GPUTests::test_index_propagation_flip_cuda <- test/inductor/test_torchinductor.py W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7533864Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7534369Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7534590Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7535059Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7535389Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7535834Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7536070Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7536536Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7536856Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7537318Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7537578Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7538030Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7538328Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7538803Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7539105Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7539562Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7539886Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7540334Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7540663Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7541117Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7541586Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7542152Z W1010 01:30:24.086000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7542227Z PASSED [0.2780s] [ 51%] 2025-10-10T01:35:03.7542864Z inductor/test_compile_subprocess.py::GPUTests::test_index_propagation_floordiv_cuda <- test/inductor/test_torchinductor.py W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7543131Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7543640Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7543865Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7544345Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7544672Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7545117Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7545352Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7545826Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7546143Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7546608Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7546866Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7547317Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7547625Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7548073Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7548375Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7548822Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7549142Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7549698Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7550121Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7550580Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7550932Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7551401Z W1010 01:30:24.372000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7551468Z PASSED [0.3744s] [ 52%] 2025-10-10T01:35:03.7552197Z inductor/test_compile_subprocess.py::GPUTests::test_index_propagation_nested_indirect_indexing_cuda <- test/inductor/test_torchinductor.py W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7552467Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7552963Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7553188Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7553658Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7554003Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7554441Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7554677Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7555148Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7555468Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7555936Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7556193Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7556652Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7556953Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7557404Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7557825Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7558386Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7558707Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7559147Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7559478Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7559929Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7560295Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7560765Z W1010 01:30:24.796000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7560837Z PASSED [1.2713s] [ 52%] 2025-10-10T01:35:03.7561474Z inductor/test_compile_subprocess.py::GPUTests::test_index_propagation_remainder_cuda <- test/inductor/test_torchinductor.py W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7561745Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7562253Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7562471Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7562950Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7563279Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7563726Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7563965Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7564434Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7564751Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7565211Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7565468Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7566029Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7566425Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7566874Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7567178Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7567628Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7567945Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7568391Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7568715Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7569172Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7569523Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7569995Z W1010 01:30:26.016000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7570066Z PASSED [0.3563s] [ 52%] 2025-10-10T01:35:03.7570385Z inductor/test_compile_subprocess.py::GPUTests::test_index_put2_cuda <- test/inductor/test_torchinductor.py PASSED [0.6626s] [ 52%] 2025-10-10T01:35:03.7570717Z inductor/test_compile_subprocess.py::GPUTests::test_index_put_fallback1_cuda <- test/inductor/test_torchinductor.py PASSED [0.8093s] [ 53%] 2025-10-10T01:35:03.7571040Z inductor/test_compile_subprocess.py::GPUTests::test_index_put_fallback2_cuda <- test/inductor/test_torchinductor.py PASSED [0.8113s] [ 53%] 2025-10-10T01:35:03.7571353Z inductor/test_compile_subprocess.py::GPUTests::test_index_select_cuda <- test/inductor/test_torchinductor.py PASSED [1.4716s] [ 53%] 2025-10-10T01:35:03.7571951Z inductor/test_compile_subprocess.py::GPUTests::test_index_tensor_cuda <- test/inductor/test_torchinductor.py W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7572226Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7572725Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7572948Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7573418Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7573852Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7574390Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7574622Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7575094Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7575410Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7575870Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7576134Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7576587Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7576885Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7577331Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7577634Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7578085Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7578407Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7578851Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7579185Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7579640Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7580003Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7580479Z W1010 01:30:30.150000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7580772Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7581038Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7581536Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7581865Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7582428Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7582760Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7583200Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7583430Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7583904Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7584223Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7584688Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7584939Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7585387Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7585684Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7586135Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7586435Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7586878Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7587199Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7587641Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7587976Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7588429Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7588788Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7589261Z W1010 01:30:30.614000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7589329Z PASSED [0.6295s] [ 53%] 2025-10-10T01:35:03.7589657Z inductor/test_compile_subprocess.py::GPUTests::test_inductor_assert_cuda <- test/inductor/test_torchinductor.py PASSED [1.5466s] [ 53%] 2025-10-10T01:35:03.7590254Z inductor/test_compile_subprocess.py::GPUTests::test_inductor_layout_optimization_input_mutations_cuda <- test/inductor/test_torchinductor.py PASSED [0.7668s] [ 54%] 2025-10-10T01:35:03.7590908Z inductor/test_compile_subprocess.py::GPUTests::test_inductor_multiple_specializations_cuda <- test/inductor/test_torchinductor.py W1010 01:30:35.922000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7591165Z W1010 01:30:35.922000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] Traceback (most recent call last): 2025-10-10T01:35:03.7591719Z W1010 01:30:35.922000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7591931Z W1010 01:30:35.922000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] ).serialize() 2025-10-10T01:35:03.7592408Z W1010 01:30:35.922000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7592739Z W1010 01:30:35.922000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7593178Z W1010 01:30:35.922000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7593400Z W1010 01:30:35.922000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] pickler.dump(obj) 2025-10-10T01:35:03.7593864Z W1010 01:30:35.922000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] AttributeError: Can't pickle local object 'CommonTemplate.test_inductor_multiple_specializations..' 2025-10-10T01:35:03.7593938Z PASSED [3.8938s] [ 54%] 2025-10-10T01:35:03.7594621Z inductor/test_compile_subprocess.py::GPUTests::test_inductor_triton_bucketize_respects_masking_cuda <- test/inductor/test_torchinductor.py W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7594889Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7595390Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7595610Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7596085Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7596419Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7596862Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7597097Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7597565Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7597880Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7598601Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7598861Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7599307Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7599606Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7600054Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7600356Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7600806Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7601127Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7601578Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7601903Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7602360Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7602722Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7603196Z W1010 01:30:36.985000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7603262Z PASSED [0.5438s] [ 54%] 2025-10-10T01:35:03.7603881Z inductor/test_compile_subprocess.py::GPUTests::test_inner_fn_str_and_stride_cuda <- test/inductor/test_torchinductor.py W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7604150Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7604650Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7604878Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7605353Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7605685Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7606226Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7606548Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7607018Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7607335Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7607800Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7608051Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7608505Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7608806Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7609252Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7609547Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7609999Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7610318Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7610764Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7611094Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7611554Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7611910Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7612410Z W1010 01:30:37.517000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops._inductor_test.realize.default 2025-10-10T01:35:03.7612487Z PASSED [0.4961s] [ 54%] 2025-10-10T01:35:03.7613105Z inductor/test_compile_subprocess.py::GPUTests::test_inplace_activations_cuda <- test/inductor/test_torchinductor.py W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7613370Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7613871Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7614187Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7614754Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7615081Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7615525Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7615759Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7616228Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7616558Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7617019Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7617272Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7617717Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7618019Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7618469Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7618773Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7619222Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7619534Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7619983Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7620312Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7620772Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7621126Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7621644Z W1010 01:30:39.033000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7621709Z PASSED [1.4541s] [ 55%] 2025-10-10T01:35:03.7622432Z inductor/test_compile_subprocess.py::GPUTests::test_inplace_mixed_dtype_ops_cuda <- test/inductor/test_torchinductor.py W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7622812Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7623309Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7623530Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7624000Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7624332Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7624776Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7625017Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7625489Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7625800Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7626265Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7626520Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7626968Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7627263Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7627712Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7628007Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7628454Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7628774Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7629217Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7629547Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7629997Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7630556Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7631072Z W1010 01:30:39.486000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7631138Z PASSED [0.5144s] [ 55%] 2025-10-10T01:35:03.7631485Z inductor/test_compile_subprocess.py::GPUTests::test_inplace_where_pointwise_cuda <- test/inductor/test_torchinductor.py PASSED [0.7059s] [ 55%] 2025-10-10T01:35:03.7631851Z inductor/test_compile_subprocess.py::GPUTests::test_input_mutation1_cuda <- test/inductor/test_torchinductor.py PASSED [0.3534s] [ 55%] 2025-10-10T01:35:03.7632170Z inductor/test_compile_subprocess.py::GPUTests::test_input_mutation3_cuda <- test/inductor/test_torchinductor.py PASSED [0.3927s] [ 55%] 2025-10-10T01:35:03.7632487Z inductor/test_compile_subprocess.py::GPUTests::test_input_mutation4_cuda <- test/inductor/test_torchinductor.py PASSED [0.3203s] [ 56%] 2025-10-10T01:35:03.7632832Z inductor/test_compile_subprocess.py::GPUTests::test_int_input_dynamic_shapes_cuda <- test/inductor/test_torchinductor.py PASSED [2.7821s] [ 56%] 2025-10-10T01:35:03.7633166Z inductor/test_compile_subprocess.py::GPUTests::test_invalid_operand_issue1_cuda <- test/inductor/test_torchinductor.py PASSED [1.0191s] [ 56%] 2025-10-10T01:35:03.7633473Z inductor/test_compile_subprocess.py::GPUTests::test_isinf2_cuda <- test/inductor/test_torchinductor.py PASSED [0.5087s] [ 56%] 2025-10-10T01:35:03.7633765Z inductor/test_compile_subprocess.py::GPUTests::test_isinf_cuda <- test/inductor/test_torchinductor.py PASSED [0.8884s] [ 57%] 2025-10-10T01:35:03.7634124Z inductor/test_compile_subprocess.py::GPUTests::test_large_grid_use_block_ptr_False_cuda <- test/inductor/test_torchinductor.py PASSED [0.8005s] [ 57%] 2025-10-10T01:35:03.7634481Z inductor/test_compile_subprocess.py::GPUTests::test_large_grid_use_block_ptr_True_cuda <- test/inductor/test_torchinductor.py PASSED [0.8578s] [ 57%] 2025-10-10T01:35:03.7634804Z inductor/test_compile_subprocess.py::GPUTests::test_large_pointwise_cuda <- test/inductor/test_torchinductor.py PASSED [0.6729s] [ 57%] 2025-10-10T01:35:03.7635148Z inductor/test_compile_subprocess.py::GPUTests::test_large_strided_reduction_cuda <- test/inductor/test_torchinductor.py PASSED [1.0664s] [ 57%] 2025-10-10T01:35:03.7635485Z inductor/test_compile_subprocess.py::GPUTests::test_layer_norm_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0002s] (Skipped!) [ 58%] 2025-10-10T01:35:03.7636080Z inductor/test_compile_subprocess.py::GPUTests::test_leaky_relu_cuda <- test/inductor/test_torchinductor.py W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7636345Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7636862Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7637083Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7637554Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7637885Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7638329Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7638806Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7639276Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7639598Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7640061Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7640323Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7640779Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7641080Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7641533Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7641829Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7642280Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7642597Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7643050Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7643380Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7643833Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7644193Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7644712Z W1010 01:30:50.805000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7644788Z PASSED [0.6373s] [ 58%] 2025-10-10T01:35:03.7645353Z inductor/test_compile_subprocess.py::GPUTests::test_lerp_cuda <- test/inductor/test_torchinductor.py W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7645620Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7646120Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7646337Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7647013Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7647343Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7647789Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7648020Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7648490Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7648807Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7649281Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7649543Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7649989Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7650291Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7650737Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7651040Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7651495Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7651818Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7652273Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7652602Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7653062Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7653418Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7653909Z W1010 01:30:51.056000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.copy_strided.default 2025-10-10T01:35:03.7654201Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7654568Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7655173Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7655396Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7655870Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7656200Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7656652Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7656887Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7657375Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7657694Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7658163Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7658425Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7658877Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7659181Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7659631Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7659935Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7660381Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7660706Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7661158Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7661485Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7661951Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7662309Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7662935Z W1010 01:30:51.449000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7663318Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7663585Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7664087Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7664306Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7664780Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7665108Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7665553Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7665784Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7666257Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7666576Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7667044Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7667307Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7667755Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7668058Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7668505Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7668812Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7669259Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7669581Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7670029Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7670355Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7671010Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7671366Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7671939Z W1010 01:30:52.130000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7672007Z PASSED [1.3047s] [ 58%] 2025-10-10T01:35:03.7672314Z inductor/test_compile_subprocess.py::GPUTests::test_lgamma_cuda <- test/inductor/test_torchinductor.py PASSED [1.0536s] [ 58%] 2025-10-10T01:35:03.7672921Z inductor/test_compile_subprocess.py::GPUTests::test_like_channels_last_cuda <- test/inductor/test_torchinductor.py W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7673197Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7673702Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7673918Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7674393Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7674725Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7675172Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7675404Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7675877Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7676192Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7676664Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7676926Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7677372Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7677674Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7678120Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7678420Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7678988Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7679420Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7679869Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7680195Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7680654Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7681012Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7681522Z W1010 01:30:53.395000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.inductor_seeds.default 2025-10-10T01:35:03.7681591Z PASSED [0.8749s] [ 58%] 2025-10-10T01:35:03.7682188Z inductor/test_compile_subprocess.py::GPUTests::test_like_rands2_cuda <- test/inductor/test_torchinductor.py W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7682458Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7682963Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7683188Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7683662Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7683994Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7684434Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7684671Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7685142Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7685461Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7685926Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7686178Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7686633Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7687147Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7687600Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7687899Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7688354Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7688674Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7689121Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7689460Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7689913Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7690275Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7690768Z W1010 01:30:54.258000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.inductor_seeds.default 2025-10-10T01:35:03.7690846Z PASSED [0.3605s] [ 59%] 2025-10-10T01:35:03.7691433Z inductor/test_compile_subprocess.py::GPUTests::test_like_rands3_cuda <- test/inductor/test_torchinductor.py W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7691699Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7692204Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7692422Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7692899Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7693232Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7693680Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7693912Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7694385Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7694703Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7695358Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7695622Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7696067Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7696367Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7696813Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7697119Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7697573Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7697887Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7698331Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7698659Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7699120Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7699478Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7699976Z W1010 01:30:54.619000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.inductor_seeds.default 2025-10-10T01:35:03.7700266Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7700533Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] Traceback (most recent call last): 2025-10-10T01:35:03.7701043Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7701264Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] ).serialize() 2025-10-10T01:35:03.7701738Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7702063Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7702510Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7702845Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] pickler.dump(obj) 2025-10-10T01:35:03.7703406Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7703723Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7704183Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7704442Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] cls(obj, pickler.options), 2025-10-10T01:35:03.7704890Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7705196Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7705646Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7705953Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7706399Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7706724Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7707180Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7707508Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7707967Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7708323Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7708823Z W1010 01:30:54.986000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/1] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.inductor_seeds.default 2025-10-10T01:35:03.7708896Z PASSED [0.9269s] [ 59%] 2025-10-10T01:35:03.7709215Z inductor/test_compile_subprocess.py::GPUTests::test_like_rands_cuda <- test/inductor/test_torchinductor.py PASSED [0.2194s] [ 59%] 2025-10-10T01:35:03.7709549Z inductor/test_compile_subprocess.py::GPUTests::test_like_rands_sliced_cuda <- test/inductor/test_torchinductor.py PASSED [0.2298s] [ 59%] 2025-10-10T01:35:03.7709852Z inductor/test_compile_subprocess.py::GPUTests::test_linear1_cuda <- test/inductor/test_torchinductor.py PASSED [1.2955s] [ 60%] 2025-10-10T01:35:03.7710150Z inductor/test_compile_subprocess.py::GPUTests::test_linear2_cuda <- test/inductor/test_torchinductor.py PASSED [1.4205s] [ 60%] 2025-10-10T01:35:03.7710778Z inductor/test_compile_subprocess.py::GPUTests::test_linear_dynamic_maxautotune_cuda <- test/inductor/test_torchinductor.py W1010 01:31:01.651000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7711250Z W1010 01:31:01.651000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] Traceback (most recent call last): 2025-10-10T01:35:03.7711797Z W1010 01:31:01.651000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7712029Z W1010 01:31:01.651000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] ).serialize() 2025-10-10T01:35:03.7712504Z W1010 01:31:01.651000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7712841Z W1010 01:31:01.651000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7713291Z W1010 01:31:01.651000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7713535Z W1010 01:31:01.651000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] pickler.dump(obj) 2025-10-10T01:35:03.7713992Z W1010 01:31:01.651000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] AttributeError: Can't pickle local object 'CommonTemplate.test_linear_dynamic_maxautotune..Model' 2025-10-10T01:35:03.7714286Z W1010 01:31:04.540000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7714552Z W1010 01:31:04.540000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] Traceback (most recent call last): 2025-10-10T01:35:03.7715057Z W1010 01:31:04.540000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7715285Z W1010 01:31:04.540000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] ).serialize() 2025-10-10T01:35:03.7715758Z W1010 01:31:04.540000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7716093Z W1010 01:31:04.540000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7716542Z W1010 01:31:04.540000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7716775Z W1010 01:31:04.540000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] pickler.dump(obj) 2025-10-10T01:35:03.7717227Z W1010 01:31:04.540000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [1/0] AttributeError: Can't pickle local object 'CommonTemplate.test_linear_dynamic_maxautotune..Model' 2025-10-10T01:35:03.7717300Z PASSED [6.2281s] [ 60%] 2025-10-10T01:35:03.7717718Z inductor/test_compile_subprocess.py::GPUTests::test_linear_float64_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0023s] (cuda failed for float64 linear) [ 60%] 2025-10-10T01:35:03.7718046Z inductor/test_compile_subprocess.py::GPUTests::test_linear_mixed_dtype_cuda <- test/inductor/test_torchinductor.py PASSED [0.3651s] [ 60%] 2025-10-10T01:35:03.7718632Z inductor/test_compile_subprocess.py::GPUTests::test_linspace1_cuda <- test/inductor/test_torchinductor.py W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7718898Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7719535Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7719869Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7720339Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7720669Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7721110Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7721352Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7721822Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7722145Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7722613Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7722870Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7723328Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7723636Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7724092Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7724394Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7724848Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7725177Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7725623Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7725953Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7726409Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7726769Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7727339Z W1010 01:31:05.326000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7727729Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7727992Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7728495Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7728721Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7729191Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7729533Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7729980Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7730217Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7730686Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7731005Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7731474Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7731736Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7732189Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7732488Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7732943Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7733245Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7733698Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7734018Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7734460Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7734791Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7735482Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7735956Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7736430Z W1010 01:31:05.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7736503Z PASSED [0.4652s] [ 61%] 2025-10-10T01:35:03.7736816Z inductor/test_compile_subprocess.py::GPUTests::test_linspace3_cuda <- test/inductor/test_torchinductor.py PASSED [0.0955s] [ 61%] 2025-10-10T01:35:03.7737114Z inductor/test_compile_subprocess.py::GPUTests::test_log1p_cuda <- test/inductor/test_torchinductor.py PASSED [2.7566s] [ 61%] 2025-10-10T01:35:03.7737707Z inductor/test_compile_subprocess.py::GPUTests::test_log_softmax_cuda <- test/inductor/test_torchinductor.py W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7737977Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7738482Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7738703Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7739184Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7739519Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7739969Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7740200Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7740673Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7740991Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7741454Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7741714Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7742161Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7742463Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7742912Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7743218Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7743886Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7744225Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7744694Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7745026Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7745491Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7745856Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7746379Z W1010 01:31:09.429000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7746455Z PASSED [1.2127s] [ 61%] 2025-10-10T01:35:03.7746780Z inductor/test_compile_subprocess.py::GPUTests::test_long_tensor_cuda <- test/inductor/test_torchinductor.py PASSED [0.3994s] [ 62%] 2025-10-10T01:35:03.7747423Z inductor/test_compile_subprocess.py::GPUTests::test_low_memory_max_pool_dilation_1_dim_2_cuda <- test/inductor/test_torchinductor.py W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7747693Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7748201Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7748421Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7748893Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7749222Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7749672Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7749912Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7750378Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7750699Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7751160Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7751426Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7752137Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7752439Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7752888Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7753183Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7753630Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7753950Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7754393Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7754715Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7755170Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7755528Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7756079Z W1010 01:31:10.295000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims._low_memory_max_pool_with_offsets.default 2025-10-10T01:35:03.7756372Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7756632Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7757129Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7757348Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7757821Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7758150Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7758594Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7758828Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7759292Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7759706Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7760276Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7760530Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7760974Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7761273Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7761723Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7762024Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7762466Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7762779Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7763222Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7763547Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7764005Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7764364Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7764904Z W1010 01:31:11.188000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims._low_memory_max_pool_with_offsets.default 2025-10-10T01:35:03.7764972Z PASSED [1.6129s] [ 62%] 2025-10-10T01:35:03.7765329Z inductor/test_compile_subprocess.py::GPUTests::test_mark_dynamic_with_hint_override_cuda <- test/inductor/test_torchinductor.py PASSED [3.2498s] [ 62%] 2025-10-10T01:35:03.7765696Z inductor/test_compile_subprocess.py::GPUTests::test_mark_unbacked_with_hint_override_cuda <- test/inductor/test_torchinductor.py PASSED [2.8706s] [ 62%] 2025-10-10T01:35:03.7766032Z inductor/test_compile_subprocess.py::GPUTests::test_masked_fill_promotion_cuda <- test/inductor/test_torchinductor.py PASSED [0.6254s] [ 62%] 2025-10-10T01:35:03.7766353Z inductor/test_compile_subprocess.py::GPUTests::test_matmul_layer_norm_cuda <- test/inductor/test_torchinductor.py PASSED [0.5184s] [ 63%] 2025-10-10T01:35:03.7766648Z inductor/test_compile_subprocess.py::GPUTests::test_max_min_cuda <- test/inductor/test_torchinductor.py PASSED [0.5905s] [ 63%] 2025-10-10T01:35:03.7767230Z inductor/test_compile_subprocess.py::GPUTests::test_max_pool2d2_cuda <- test/inductor/test_torchinductor.py W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7767493Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7768193Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7768414Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7768882Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7769209Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7769650Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7769891Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7770353Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7770670Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7771132Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7771384Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7771841Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7772142Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7772589Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7772884Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7773330Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7773649Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7774092Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7774418Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7774869Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7775224Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7775869Z W1010 01:31:19.767000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims._low_memory_max_pool_with_offsets.default 2025-10-10T01:35:03.7776267Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7776525Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7777022Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7777239Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7777711Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7778047Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7778488Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7778724Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7779189Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7779502Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7779971Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7780223Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7780672Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7780969Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7781413Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7781712Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7782161Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7782476Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7782917Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7783245Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7783797Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7784245Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7784785Z W1010 01:31:20.648000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims._low_memory_max_pool_with_offsets.default 2025-10-10T01:35:03.7784856Z PASSED [1.5729s] [ 63%] 2025-10-10T01:35:03.7785192Z inductor/test_compile_subprocess.py::GPUTests::test_max_pool2d6_dilation_2_cuda <- test/inductor/test_torchinductor.py PASSED [2.1107s] [ 63%] 2025-10-10T01:35:03.7785781Z inductor/test_compile_subprocess.py::GPUTests::test_max_pool2d7_cuda <- test/inductor/test_torchinductor.py W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7786049Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7786545Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7786763Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7787231Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7787558Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7788006Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7788240Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7788708Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7789020Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7789480Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7789739Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7790186Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7790482Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7790929Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7791226Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7791848Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7792281Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7792727Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7793057Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7793507Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7793863Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7794405Z W1010 01:31:23.440000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims._low_memory_max_pool_with_offsets.default 2025-10-10T01:35:03.7794695Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7794954Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7795444Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7795671Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7796139Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7796473Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7796913Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7797144Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7797618Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7797934Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7798398Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7798650Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7799095Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7799391Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7800045Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7800344Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7800794Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7801115Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7801557Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7801884Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7802336Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7802689Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7803226Z W1010 01:31:23.756000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims._low_memory_max_pool_with_offsets.default 2025-10-10T01:35:03.7803295Z PASSED [0.4958s] [ 64%] 2025-10-10T01:35:03.7803880Z inductor/test_compile_subprocess.py::GPUTests::test_max_pool2d8_cuda <- test/inductor/test_torchinductor.py W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7804145Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7804639Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7804852Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7805319Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7805647Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7806092Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7806325Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7806790Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7807111Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7807690Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7808039Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7808484Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7808779Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7809219Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7809519Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7809973Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7810286Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7810728Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7811049Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7811504Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7811857Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7812402Z W1010 01:31:23.942000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims._low_memory_max_pool_with_offsets.default 2025-10-10T01:35:03.7812689Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7812945Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7813445Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7813667Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7814138Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7814466Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7814907Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7815146Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7815735Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7816154Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7816619Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7816876Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7817324Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7817637Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7818089Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7818388Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7818837Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7819156Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7819604Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7819934Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7820397Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7820754Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7821300Z W1010 01:31:24.528000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims._low_memory_max_pool_with_offsets.default 2025-10-10T01:35:03.7821370Z PASSED [1.0142s] [ 64%] 2025-10-10T01:35:03.7821741Z inductor/test_compile_subprocess.py::GPUTests::test_max_pool2d_with_indices_backward5_cuda <- test/inductor/test_torchinductor.py PASSED [0.2298s] [ 64%] 2025-10-10T01:35:03.7822075Z inductor/test_compile_subprocess.py::GPUTests::test_min_max_reduction_nan_cuda <- test/inductor/test_torchinductor.py PASSED [0.5405s] [ 64%] 2025-10-10T01:35:03.7822650Z inductor/test_compile_subprocess.py::GPUTests::test_mixed_mm2_cuda <- test/inductor/test_torchinductor.py W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7822915Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7823416Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7823735Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7824299Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7824630Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7825075Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7825309Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7825780Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7826099Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7826560Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7826813Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7827261Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7827564Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7828012Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7828315Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7828757Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7829071Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7829515Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7829846Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7830300Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7830657Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7831173Z W1010 01:31:25.719000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7831565Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7831970Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7832468Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7832687Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7833154Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7833485Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7833930Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7834165Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7834633Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7834945Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7835409Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7835666Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7836117Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7836414Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7836856Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7837155Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7837601Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7837923Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7838364Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7838689Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7839142Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7839639Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7840266Z W1010 01:31:26.176000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7840332Z PASSED [0.6355s] [ 64%] 2025-10-10T01:35:03.7840652Z inductor/test_compile_subprocess.py::GPUTests::test_mm_mixed_dtype_cuda <- test/inductor/test_torchinductor.py PASSED [0.1131s] [ 65%] 2025-10-10T01:35:03.7840951Z inductor/test_compile_subprocess.py::GPUTests::test_mm_views_cuda <- test/inductor/test_torchinductor.py PASSED [0.1219s] [ 65%] 2025-10-10T01:35:03.7841545Z inductor/test_compile_subprocess.py::GPUTests::test_multi_device_cuda <- test/inductor/test_torchinductor.py W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7841811Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7842311Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7842531Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7843003Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7843331Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7843774Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7844010Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7844476Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7844792Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7845250Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7845504Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7845962Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7846258Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7846706Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7847002Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7847451Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7847969Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7848415Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7848740Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7849191Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7849546Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7850038Z W1010 01:31:26.604000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.device_put.default 2025-10-10T01:35:03.7850271Z W1010 01:31:26.617000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7850496Z W1010 01:31:26.619000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7850718Z W1010 01:31:26.621000 351474 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.7850783Z PASSED [1.1795s] [ 65%] 2025-10-10T01:35:03.7851202Z inductor/test_compile_subprocess.py::GPUTests::test_multi_gpu_device_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0002s] (requires multiple cuda devices) [ 65%] 2025-10-10T01:35:03.7851524Z inductor/test_compile_subprocess.py::GPUTests::test_multilayer_any_cuda <- test/inductor/test_torchinductor.py PASSED [1.1834s] [ 66%] 2025-10-10T01:35:03.7851866Z inductor/test_compile_subprocess.py::GPUTests::test_multilayer_sum_low_prec_cuda <- test/inductor/test_torchinductor.py PASSED [0.6530s] [ 66%] 2025-10-10T01:35:03.7852196Z inductor/test_compile_subprocess.py::GPUTests::test_multilayer_var_lowp_cuda <- test/inductor/test_torchinductor.py PASSED [1.2801s] [ 66%] 2025-10-10T01:35:03.7852833Z inductor/test_compile_subprocess.py::GPUTests::test_mutable_custom_op_fixed_layout2_cuda <- test/inductor/test_torchinductor.py W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7853099Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7853602Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7853825Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7854294Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7854621Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7855062Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7855292Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7855865Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7856269Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7856732Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7856984Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7857435Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7857737Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7858185Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7858481Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7858923Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7859240Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7859687Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7860020Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7860473Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7860829Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7861298Z W1010 01:31:30.958000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.mylib.bar.default 2025-10-10T01:35:03.7861370Z PASSED [0.4430s] [ 66%] 2025-10-10T01:35:03.7862005Z inductor/test_compile_subprocess.py::GPUTests::test_mutable_custom_op_fixed_layout_cuda <- test/inductor/test_torchinductor.py W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7862269Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7862769Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7862986Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7863458Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7864134Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7864580Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7864814Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7865279Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 94, in reducer_override 2025-10-10T01:35:03.7865574Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _OpPickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7866036Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 416, in reduce_helper 2025-10-10T01:35:03.7866325Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] result = cls.pickle(op, pickler.options) 2025-10-10T01:35:03.7866769Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7867095Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7867549Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7867906Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7868379Z W1010 01:31:31.328000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.mylib.copy_.default 2025-10-10T01:35:03.7868445Z PASSED [0.5524s] [ 66%] 2025-10-10T01:35:03.7868786Z inductor/test_compile_subprocess.py::GPUTests::test_mutations_loop_fusion_cuda <- test/inductor/test_torchinductor.py PASSED [0.5386s] [ 67%] 2025-10-10T01:35:03.7869160Z inductor/test_compile_subprocess.py::GPUTests::test_nan_sort_stable_False_descending_False_cuda <- test/inductor/test_torchinductor.py PASSED [0.7781s] [ 67%] 2025-10-10T01:35:03.7869532Z inductor/test_compile_subprocess.py::GPUTests::test_nan_sort_stable_False_descending_True_cuda <- test/inductor/test_torchinductor.py PASSED [0.7241s] [ 67%] 2025-10-10T01:35:03.7869836Z inductor/test_compile_subprocess.py::GPUTests::test_nan_to_num_cuda <- test/inductor/test_torchinductor.py PASSED [0.5559s] [ 67%] 2025-10-10T01:35:03.7870137Z inductor/test_compile_subprocess.py::GPUTests::test_narrow_cuda <- test/inductor/test_torchinductor.py PASSED [0.6662s] [ 67%] 2025-10-10T01:35:03.7870450Z inductor/test_compile_subprocess.py::GPUTests::test_neg_max_uint8_cuda <- test/inductor/test_torchinductor.py PASSED [0.4396s] [ 68%] 2025-10-10T01:35:03.7871049Z inductor/test_compile_subprocess.py::GPUTests::test_nll_loss_backward_cuda <- test/inductor/test_torchinductor.py W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7871315Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7871992Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7872331Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7872800Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7873132Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7873578Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7873810Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7874283Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7874601Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7875062Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7875318Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7875770Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7876073Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7876523Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7876821Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7877264Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7877580Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7878029Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7878361Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7878815Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7879172Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7879686Z W1010 01:31:36.337000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7879750Z PASSED [1.0560s] [ 68%] 2025-10-10T01:35:03.7880539Z inductor/test_compile_subprocess.py::GPUTests::test_nll_loss_forward_cuda <- test/inductor/test_torchinductor.py W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7880802Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7881304Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7881527Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7882003Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7882338Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7882780Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7883015Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7883483Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7883798Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7884264Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7884527Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7884978Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7885279Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7885725Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7886023Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7886472Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7886784Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7887233Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7887558Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7888118Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7888567Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7889077Z W1010 01:31:36.664000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7889369Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7889630Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7890130Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7890351Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7890823Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7891151Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7891591Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7891824Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7892300Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7892614Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7893071Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7893329Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7893774Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7894082Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7894530Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7894827Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7895273Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7895586Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7896136Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7896564Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7897021Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7897379Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7897888Z W1010 01:31:37.075000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7897962Z PASSED [0.8199s] [ 68%] 2025-10-10T01:35:03.7898333Z inductor/test_compile_subprocess.py::GPUTests::test_no_specization_over_symbolic_value_cuda <- test/inductor/test_torchinductor.py PASSED [1.3734s] [ 68%] 2025-10-10T01:35:03.7898689Z inductor/test_compile_subprocess.py::GPUTests::test_nonzero_unbacked_refinement_cuda <- test/inductor/test_torchinductor.py PASSED [0.9769s] [ 69%] 2025-10-10T01:35:03.7899005Z inductor/test_compile_subprocess.py::GPUTests::test_output_strides_cuda <- test/inductor/test_torchinductor.py PASSED [0.6257s] [ 69%] 2025-10-10T01:35:03.7899578Z inductor/test_compile_subprocess.py::GPUTests::test_pad_cast_cuda <- test/inductor/test_torchinductor.py W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7899839Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7900346Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7900567Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7901034Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7901363Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7901804Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7902046Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7902513Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7902830Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7903288Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7903539Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7904086Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7904475Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7904926Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7905222Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7905670Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7905986Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7906437Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7906762Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7907216Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7907570Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7908081Z W1010 01:31:40.451000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7908376Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7908636Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7909133Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7909353Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7909823Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7910156Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7910596Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7910827Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7911295Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7911613Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7912245Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7912612Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7913063Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7913361Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7913809Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7914106Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7914556Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7914869Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7915315Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7915640Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7916096Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7916458Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7916972Z W1010 01:31:40.823000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7917043Z PASSED [0.5992s] [ 69%] 2025-10-10T01:35:03.7917347Z inductor/test_compile_subprocess.py::GPUTests::test_pad_view_cuda <- test/inductor/test_torchinductor.py PASSED [1.3066s] [ 69%] 2025-10-10T01:35:03.7917978Z inductor/test_compile_subprocess.py::GPUTests::test_pattern_matcher_multi_user_cuda <- test/inductor/test_torchinductor.py W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7918249Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7918747Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7918964Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7919434Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7919763Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7920401Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7920637Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7921105Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7921422Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7921881Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7922137Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7922590Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7922886Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7923331Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7923627Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7924076Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7924395Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7924839Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7925164Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7925621Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7925981Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7926492Z W1010 01:31:42.466000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7926783Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7927047Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7927546Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7927889Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7928450Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7928777Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7929216Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7929449Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7929913Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7930238Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7930701Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7930951Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7931405Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7931700Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7932152Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7932452Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7932900Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7933219Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7933663Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7933991Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7934448Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7934800Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7935307Z W1010 01:31:43.415000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7935377Z PASSED [1.6087s] [ 69%] 2025-10-10T01:35:03.7935683Z inductor/test_compile_subprocess.py::GPUTests::test_permute2_cuda <- test/inductor/test_torchinductor.py PASSED [0.2016s] [ 70%] 2025-10-10T01:35:03.7936236Z inductor/test_compile_subprocess.py::GPUTests::test_pixel_shuffle_channels_last_cuda <- test/inductor/test_torchinductor.py PASSED [0.8857s] [ 70%] 2025-10-10T01:35:03.7936563Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_airy_ai_cuda <- test/inductor/test_torchinductor.py PASSED [0.5457s] [ 70%] 2025-10-10T01:35:03.7936931Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_chebyshev_polynomial_v_cuda <- test/inductor/test_torchinductor.py PASSED [0.5647s] [ 70%] 2025-10-10T01:35:03.7937292Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_chebyshev_polynomial_w_cuda <- test/inductor/test_torchinductor.py PASSED [0.0958s] [ 71%] 2025-10-10T01:35:03.7937602Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_erf_cuda <- test/inductor/test_torchinductor.py PASSED [0.5146s] [ 71%] 2025-10-10T01:35:03.7937920Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_erfcx_cuda <- test/inductor/test_torchinductor.py PASSED [0.3299s] [ 71%] 2025-10-10T01:35:03.7938240Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_expit_cuda <- test/inductor/test_torchinductor.py PASSED [0.4985s] [ 71%] 2025-10-10T01:35:03.7938573Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_gammaincc_cuda <- test/inductor/test_torchinductor.py PASSED [0.1276s] [ 71%] 2025-10-10T01:35:03.7938934Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_hermite_polynomial_he_cuda <- test/inductor/test_torchinductor.py PASSED [0.1081s] [ 72%] 2025-10-10T01:35:03.7939243Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_i0_cuda <- test/inductor/test_torchinductor.py PASSED [1.1248s] [ 72%] 2025-10-10T01:35:03.7939550Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_i0e_cuda <- test/inductor/test_torchinductor.py PASSED [0.5341s] [ 72%] 2025-10-10T01:35:03.7939853Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_i1_cuda <- test/inductor/test_torchinductor.py PASSED [0.6143s] [ 72%] 2025-10-10T01:35:03.7940166Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_i1e_cuda <- test/inductor/test_torchinductor.py PASSED [0.0980s] [ 73%] 2025-10-10T01:35:03.7940769Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_log_ndtr_cuda <- test/inductor/test_torchinductor.py W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7941040Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7941543Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7941764Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7942239Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7942577Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7943021Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7943255Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7943727Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7944140Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7944696Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7944949Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7945398Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7945695Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7946142Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7946444Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7946887Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7947202Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7947644Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7947973Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7948428Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7948784Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7949298Z W1010 01:31:50.623000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7949366Z PASSED [0.5995s] [ 73%] 2025-10-10T01:35:03.7949969Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_logit_cuda <- test/inductor/test_torchinductor.py W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7950237Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7950734Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7950953Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7951422Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7951813Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7952385Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7952730Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7953197Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7953518Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7953975Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7954236Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7954689Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7954986Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7955436Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7955735Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7956187Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7956505Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7956950Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7957273Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7957730Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7958088Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7958603Z W1010 01:31:51.180000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7958672Z PASSED [0.5214s] [ 73%] 2025-10-10T01:35:03.7959292Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_multigammaln_cuda <- test/inductor/test_torchinductor.py W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7959554Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7960171Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7960489Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7960959Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7961285Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7961726Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7961954Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7962423Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7962742Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7963204Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7963458Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7963906Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7964205Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7964655Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7964951Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7965398Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7965714Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7966158Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7966488Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7966940Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7967291Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7967762Z W1010 01:31:51.361000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.7968152Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7968507Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7969002Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7969222Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7969691Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7970021Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7970471Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7970701Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7971170Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7971491Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7971952Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7972210Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7972661Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7972962Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7973407Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7973708Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7974156Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7974476Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7974913Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7975240Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7975699Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7976152Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7976757Z W1010 01:31:51.724000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.7976822Z PASSED [0.5862s] [ 73%] 2025-10-10T01:35:03.7977145Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_ndtr_cuda <- test/inductor/test_torchinductor.py PASSED [0.5535s] [ 73%] 2025-10-10T01:35:03.7977454Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_psi_cuda <- test/inductor/test_torchinductor.py PASSED [0.2037s] [ 74%] 2025-10-10T01:35:03.7977846Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_shifted_chebyshev_polynomial_t_cuda <- test/inductor/test_torchinductor.py PASSED [0.4498s] [ 74%] 2025-10-10T01:35:03.7978231Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_shifted_chebyshev_polynomial_u_cuda <- test/inductor/test_torchinductor.py PASSED [0.6359s] [ 74%] 2025-10-10T01:35:03.7978621Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_shifted_chebyshev_polynomial_v_cuda <- test/inductor/test_torchinductor.py PASSED [0.5822s] [ 74%] 2025-10-10T01:35:03.7979004Z inductor/test_compile_subprocess.py::GPUTests::test_pointwise_shifted_chebyshev_polynomial_w_cuda <- test/inductor/test_torchinductor.py PASSED [0.5732s] [ 75%] 2025-10-10T01:35:03.7979299Z inductor/test_compile_subprocess.py::GPUTests::test_polar_cuda <- test/inductor/test_torchinductor.py PASSED [0.1766s] [ 75%] 2025-10-10T01:35:03.7979588Z inductor/test_compile_subprocess.py::GPUTests::test_pow1_cuda <- test/inductor/test_torchinductor.py PASSED [1.3269s] [ 75%] 2025-10-10T01:35:03.7979871Z inductor/test_compile_subprocess.py::GPUTests::test_pow2_cuda <- test/inductor/test_torchinductor.py PASSED [0.9306s] [ 75%] 2025-10-10T01:35:03.7980240Z inductor/test_compile_subprocess.py::GPUTests::test_pow_by_natural_log2_dynamic_shapes_cuda <- test/inductor/test_torchinductor.py PASSED [2.7825s] [ 75%] 2025-10-10T01:35:03.7980596Z inductor/test_compile_subprocess.py::GPUTests::test_prepare_softmax_with_fast_math_cuda <- test/inductor/test_torchinductor.py PASSED [1.1537s] [ 76%] 2025-10-10T01:35:03.7981545Z inductor/test_compile_subprocess.py::GPUTests::test_progressive SKIPPED [0.0006s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157724 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 76%] 2025-10-10T01:35:03.7982166Z inductor/test_compile_subprocess.py::GPUTests::test_randint_distribution_cuda <- test/inductor/test_torchinductor.py W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7982431Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7982943Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7983162Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7983635Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7983964Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7984510Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7984967Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7985437Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7985758Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7986221Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7986479Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7986931Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7987235Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7987681Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7987980Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7988429Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7988745Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7989192Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7989518Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7989975Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7990329Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.7990830Z W1010 01:32:01.320000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.inductor_seeds.default 2025-10-10T01:35:03.7990898Z PASSED [0.4857s] [ 76%] 2025-10-10T01:35:03.7991510Z inductor/test_compile_subprocess.py::GPUTests::test_randint_int64_mod_cuda <- test/inductor/test_torchinductor.py W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.7991821Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.7992321Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.7992674Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.7993257Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.7993589Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.7994029Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.7994266Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.7994738Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.7995053Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.7995513Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.7995767Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.7996212Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.7996508Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.7996963Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.7997265Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.7997707Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.7998025Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.7998473Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.7998806Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.7999258Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.7999614Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8000106Z W1010 01:32:01.810000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.inductor_seeds.default 2025-10-10T01:35:03.8000180Z PASSED [0.3704s] [ 76%] 2025-10-10T01:35:03.8000897Z inductor/test_compile_subprocess.py::GPUTests::test_randint_kernel_count_cuda <- test/inductor/test_torchinductor.py W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8001255Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8001757Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8001974Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8002447Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8002777Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8003228Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8003462Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8003930Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8007960Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8008501Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8008783Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8009255Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8009569Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8010026Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8010328Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8010792Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8011111Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8011561Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8011891Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8012487Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8012947Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8013445Z W1010 01:32:02.190000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.inductor_seeds.default 2025-10-10T01:35:03.8013521Z PASSED [0.5146s] [ 76%] 2025-10-10T01:35:03.8014132Z inductor/test_compile_subprocess.py::GPUTests::test_randn_like_empty_cuda <- test/inductor/test_torchinductor.py W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8014405Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8014915Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8015143Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8015619Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8015947Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8016393Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8016629Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8017097Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8017412Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8017883Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8018144Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8018603Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8018912Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8019360Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8019662Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8020106Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8020423Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8021085Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8021413Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8021870Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8022226Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8022721Z W1010 01:32:02.709000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.inductor_seeds.default 2025-10-10T01:35:03.8023019Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8023284Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8023784Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8024009Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8024483Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8024819Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8025265Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8025501Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8025968Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8026292Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8026757Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8027017Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8027466Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8027763Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8028210Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8028619Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8029158Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8029476Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8029919Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8030245Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8030702Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8031066Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8031555Z W1010 01:32:02.797000 351474 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.inductor_seeds.default 2025-10-10T01:35:03.8031684Z PASSED [0.1829s] [ 77%] 2025-10-10T01:35:03.8032178Z inductor/test_compile_subprocess.py::GPUTests::test_randn_with_dtype_and_device_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0023s] (only support cpu randn_with_dtype_and_device test) [ 77%] 2025-10-10T01:35:03.8032496Z inductor/test_compile_subprocess.py::GPUTests::test_reduction2_cuda <- test/inductor/test_torchinductor.py PASSED [0.7231s] [ 77%] 2025-10-10T01:35:03.8032805Z inductor/test_compile_subprocess.py::GPUTests::test_reduction4_cuda <- test/inductor/test_torchinductor.py PASSED [1.0250s] [ 77%] 2025-10-10T01:35:03.8033108Z inductor/test_compile_subprocess.py::GPUTests::test_reduction5_cuda <- test/inductor/test_torchinductor.py PASSED [0.7532s] [ 78%] 2025-10-10T01:35:03.8033406Z inductor/test_compile_subprocess.py::GPUTests::test_remainder_cuda <- test/inductor/test_torchinductor.py PASSED [0.6457s] [ 78%] 2025-10-10T01:35:03.8033726Z inductor/test_compile_subprocess.py::GPUTests::test_remove_noop_clone_cuda <- test/inductor/test_torchinductor.py PASSED [0.7147s] [ 78%] 2025-10-10T01:35:03.8034047Z inductor/test_compile_subprocess.py::GPUTests::test_remove_noop_copy_cuda <- test/inductor/test_torchinductor.py PASSED [1.0938s] [ 78%] 2025-10-10T01:35:03.8034425Z inductor/test_compile_subprocess.py::GPUTests::test_remove_noop_slice1_cuda <- test/inductor/test_torchinductor.py ('RERUN', {'yellow': True}) [1.2572s] [ 78%] 2025-10-10T01:35:03.8034803Z inductor/test_compile_subprocess.py::GPUTests::test_remove_noop_slice1_cuda <- test/inductor/test_torchinductor.py ('RERUN', {'yellow': True}) [1.1713s] [ 78%] 2025-10-10T01:35:03.8035132Z inductor/test_compile_subprocess.py::GPUTests::test_remove_noop_slice1_cuda <- test/inductor/test_torchinductor.py FAILED [1.1775s] [ 78%] 2025-10-10T01:35:03.8035145Z 2025-10-10T01:35:03.8035241Z ==================================== RERUNS ==================================== 2025-10-10T01:35:03.8035387Z ____________________ GPUTests.test_remove_noop_slice1_cuda _____________________ 2025-10-10T01:35:03.8035469Z Traceback (most recent call last): 2025-10-10T01:35:03.8035704Z File "/var/lib/jenkins/pytorch/test/inductor/test_torchinductor.py", line 14269, in new_test 2025-10-10T01:35:03.8035771Z return value(self) 2025-10-10T01:35:03.8036042Z File "/var/lib/jenkins/pytorch/test/inductor/test_torchinductor.py", line 6593, in test_remove_noop_slice1 2025-10-10T01:35:03.8036123Z self.assertExpectedInline( 2025-10-10T01:35:03.8036595Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3221, in assertExpectedInline 2025-10-10T01:35:03.8036959Z return super().assertExpectedInline(actual if isinstance(actual, str) else str(actual), expect, skip + 1) 2025-10-10T01:35:03.8037252Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/expecttest/__init__.py", line 413, in assertExpectedInline 2025-10-10T01:35:03.8037324Z assert_expected_inline( 2025-10-10T01:35:03.8037607Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/expecttest/__init__.py", line 378, in assert_expected_inline 2025-10-10T01:35:03.8037697Z assert_eq(expect, actual, msg=help_text) 2025-10-10T01:35:03.8038014Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/expecttest/__init__.py", line 450, in assertMultiLineEqualMaybeCppStack 2025-10-10T01:35:03.8038148Z self.assertMultiLineEqual(expect, actual, *args, **kwargs) 2025-10-10T01:35:03.8038375Z File "/opt/conda/envs/py_3.10/lib/python3.10/unittest/case.py", line 1226, in assertMultiLineEqual 2025-10-10T01:35:03.8038487Z self.fail(self._formatMessage(msg, standardMsg)) 2025-10-10T01:35:03.8038661Z File "/opt/conda/envs/py_3.10/lib/python3.10/unittest/case.py", line 675, in fail 2025-10-10T01:35:03.8038742Z raise self.failureException(msg) 2025-10-10T01:35:03.8038911Z AssertionError: 'def forward(self, arg0_1: "Sym(s77)", arg[416 chars]_9,)' != '' 2025-10-10T01:35:03.8039105Z - def forward(self, arg0_1: "Sym(s77)", arg1_1: "Sym(s27)", arg2_1: "f32[s77, s27, 2][2*s27, 2, 1]cuda:0"): 2025-10-10T01:35:03.8039287Z - add: "f32[s77, s27, 2][2*s27, 2, 1]cuda:0" = torch.ops.aten.add.Tensor(arg2_1, 1); arg2_1 = None 2025-10-10T01:35:03.8039493Z - slice_1: "f32[s77, s27, 1][2*s27, 2, 1]cuda:0" = torch.ops.aten.slice.Tensor(add, -1, 0, -1); add = None 2025-10-10T01:35:03.8039672Z - add_9: "f32[s77, s27, 1][s27, 1, 1]cuda:0" = torch.ops.aten.add.Tensor(slice_1, 1); slice_1 = None 2025-10-10T01:35:03.8040026Z - return (add_9,) : To accept the new output, re-run test with envvar EXPECTTEST_ACCEPT=1 (we recommend staging/committing your changes before doing this) 2025-10-10T01:35:03.8040034Z 2025-10-10T01:35:03.8040169Z To execute this test, run the following from the base repo dir: 2025-10-10T01:35:03.8040438Z PYTORCH_TEST_WITH_ROCM=1 python test/inductor/test_compile_subprocess.py GPUTests.test_remove_noop_slice1_cuda 2025-10-10T01:35:03.8040442Z 2025-10-10T01:35:03.8040604Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-10-10T01:35:03.8040741Z ----------------------------- Captured stdout call ----------------------------- 2025-10-10T01:35:03.8040817Z frames [('total', 1), ('ok', 1)] 2025-10-10T01:35:03.8040920Z stats [('calls_captured', 3), ('unique_graphs', 1)] 2025-10-10T01:35:03.8041108Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-10-10T01:35:03.8041329Z inductor [('triton_bundler_save_kernel', 8), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-10-10T01:35:03.8041469Z ----------------------------- Captured stderr call ----------------------------- 2025-10-10T01:35:03.8041896Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/ops_handler.py:745: UserWarning: undefined OpHandler.__getstate__, please add missing op schema 2025-10-10T01:35:03.8042063Z warnings.warn(f"undefined OpHandler.{name}, please add missing op schema") 2025-10-10T01:35:03.8042472Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/ops_handler.py:745: UserWarning: undefined OpHandler.__setstate__, please add missing op schema 2025-10-10T01:35:03.8042638Z warnings.warn(f"undefined OpHandler.{name}, please add missing op schema") 2025-10-10T01:35:03.8042780Z ____________________ GPUTests.test_remove_noop_slice1_cuda _____________________ 2025-10-10T01:35:03.8042864Z Traceback (most recent call last): 2025-10-10T01:35:03.8043093Z File "/var/lib/jenkins/pytorch/test/inductor/test_torchinductor.py", line 14269, in new_test 2025-10-10T01:35:03.8043367Z return value(self) 2025-10-10T01:35:03.8043638Z File "/var/lib/jenkins/pytorch/test/inductor/test_torchinductor.py", line 6593, in test_remove_noop_slice1 2025-10-10T01:35:03.8043723Z self.assertExpectedInline( 2025-10-10T01:35:03.8044061Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3221, in assertExpectedInline 2025-10-10T01:35:03.8044315Z return super().assertExpectedInline(actual if isinstance(actual, str) else str(actual), expect, skip + 1) 2025-10-10T01:35:03.8044600Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/expecttest/__init__.py", line 413, in assertExpectedInline 2025-10-10T01:35:03.8044674Z assert_expected_inline( 2025-10-10T01:35:03.8044957Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/expecttest/__init__.py", line 378, in assert_expected_inline 2025-10-10T01:35:03.8045048Z assert_eq(expect, actual, msg=help_text) 2025-10-10T01:35:03.8045365Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/expecttest/__init__.py", line 450, in assertMultiLineEqualMaybeCppStack 2025-10-10T01:35:03.8045506Z self.assertMultiLineEqual(expect, actual, *args, **kwargs) 2025-10-10T01:35:03.8045730Z File "/opt/conda/envs/py_3.10/lib/python3.10/unittest/case.py", line 1226, in assertMultiLineEqual 2025-10-10T01:35:03.8045839Z self.fail(self._formatMessage(msg, standardMsg)) 2025-10-10T01:35:03.8046010Z File "/opt/conda/envs/py_3.10/lib/python3.10/unittest/case.py", line 675, in fail 2025-10-10T01:35:03.8046094Z raise self.failureException(msg) 2025-10-10T01:35:03.8046260Z AssertionError: 'def forward(self, arg0_1: "Sym(s77)", arg[416 chars]_9,)' != '' 2025-10-10T01:35:03.8046460Z - def forward(self, arg0_1: "Sym(s77)", arg1_1: "Sym(s27)", arg2_1: "f32[s77, s27, 2][2*s27, 2, 1]cuda:0"): 2025-10-10T01:35:03.8046635Z - add: "f32[s77, s27, 2][2*s27, 2, 1]cuda:0" = torch.ops.aten.add.Tensor(arg2_1, 1); arg2_1 = None 2025-10-10T01:35:03.8046872Z - slice_1: "f32[s77, s27, 1][2*s27, 2, 1]cuda:0" = torch.ops.aten.slice.Tensor(add, -1, 0, -1); add = None 2025-10-10T01:35:03.8047053Z - add_9: "f32[s77, s27, 1][s27, 1, 1]cuda:0" = torch.ops.aten.add.Tensor(slice_1, 1); slice_1 = None 2025-10-10T01:35:03.8047402Z - return (add_9,) : To accept the new output, re-run test with envvar EXPECTTEST_ACCEPT=1 (we recommend staging/committing your changes before doing this) 2025-10-10T01:35:03.8047406Z 2025-10-10T01:35:03.8047541Z To execute this test, run the following from the base repo dir: 2025-10-10T01:35:03.8047805Z PYTORCH_TEST_WITH_ROCM=1 python test/inductor/test_compile_subprocess.py GPUTests.test_remove_noop_slice1_cuda 2025-10-10T01:35:03.8047808Z 2025-10-10T01:35:03.8047973Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-10-10T01:35:03.8048103Z ----------------------------- Captured stdout call ----------------------------- 2025-10-10T01:35:03.8048179Z frames [('total', 1), ('ok', 1)] 2025-10-10T01:35:03.8048283Z stats [('calls_captured', 3), ('unique_graphs', 1)] 2025-10-10T01:35:03.8048470Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-10-10T01:35:03.8048686Z inductor [('triton_bundler_save_kernel', 8), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-10-10T01:35:03.8048822Z ----------------------------- Captured stderr call ----------------------------- 2025-10-10T01:35:03.8049246Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/ops_handler.py:745: UserWarning: undefined OpHandler.__getstate__, please add missing op schema 2025-10-10T01:35:03.8049415Z warnings.warn(f"undefined OpHandler.{name}, please add missing op schema") 2025-10-10T01:35:03.8049827Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/ops_handler.py:745: UserWarning: undefined OpHandler.__setstate__, please add missing op schema 2025-10-10T01:35:03.8049984Z warnings.warn(f"undefined OpHandler.{name}, please add missing op schema") 2025-10-10T01:35:03.8050326Z ----------------------------- Captured stdout call ----------------------------- 2025-10-10T01:35:03.8050403Z frames [('total', 1), ('ok', 1)] 2025-10-10T01:35:03.8050501Z stats [('calls_captured', 3), ('unique_graphs', 1)] 2025-10-10T01:35:03.8050682Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-10-10T01:35:03.8050904Z inductor [('triton_bundler_save_kernel', 8), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-10-10T01:35:03.8051034Z ----------------------------- Captured stderr call ----------------------------- 2025-10-10T01:35:03.8051445Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/ops_handler.py:745: UserWarning: undefined OpHandler.__getstate__, please add missing op schema 2025-10-10T01:35:03.8051605Z warnings.warn(f"undefined OpHandler.{name}, please add missing op schema") 2025-10-10T01:35:03.8052014Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/ops_handler.py:745: UserWarning: undefined OpHandler.__setstate__, please add missing op schema 2025-10-10T01:35:03.8052180Z warnings.warn(f"undefined OpHandler.{name}, please add missing op schema") 2025-10-10T01:35:03.8052271Z =================================== FAILURES =================================== 2025-10-10T01:35:03.8052411Z ____________________ GPUTests.test_remove_noop_slice1_cuda _____________________ 2025-10-10T01:35:03.8052494Z Traceback (most recent call last): 2025-10-10T01:35:03.8052721Z File "/var/lib/jenkins/pytorch/test/inductor/test_torchinductor.py", line 14269, in new_test 2025-10-10T01:35:03.8052791Z return value(self) 2025-10-10T01:35:03.8053058Z File "/var/lib/jenkins/pytorch/test/inductor/test_torchinductor.py", line 6593, in test_remove_noop_slice1 2025-10-10T01:35:03.8053140Z self.assertExpectedInline( 2025-10-10T01:35:03.8053483Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3221, in assertExpectedInline 2025-10-10T01:35:03.8053743Z return super().assertExpectedInline(actual if isinstance(actual, str) else str(actual), expect, skip + 1) 2025-10-10T01:35:03.8054030Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/expecttest/__init__.py", line 413, in assertExpectedInline 2025-10-10T01:35:03.8054102Z assert_expected_inline( 2025-10-10T01:35:03.8054386Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/expecttest/__init__.py", line 378, in assert_expected_inline 2025-10-10T01:35:03.8054474Z assert_eq(expect, actual, msg=help_text) 2025-10-10T01:35:03.8054794Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/expecttest/__init__.py", line 450, in assertMultiLineEqualMaybeCppStack 2025-10-10T01:35:03.8054927Z self.assertMultiLineEqual(expect, actual, *args, **kwargs) 2025-10-10T01:35:03.8055152Z File "/opt/conda/envs/py_3.10/lib/python3.10/unittest/case.py", line 1226, in assertMultiLineEqual 2025-10-10T01:35:03.8055255Z self.fail(self._formatMessage(msg, standardMsg)) 2025-10-10T01:35:03.8055435Z File "/opt/conda/envs/py_3.10/lib/python3.10/unittest/case.py", line 675, in fail 2025-10-10T01:35:03.8055516Z raise self.failureException(msg) 2025-10-10T01:35:03.8055683Z AssertionError: 'def forward(self, arg0_1: "Sym(s77)", arg[416 chars]_9,)' != '' 2025-10-10T01:35:03.8055871Z - def forward(self, arg0_1: "Sym(s77)", arg1_1: "Sym(s27)", arg2_1: "f32[s77, s27, 2][2*s27, 2, 1]cuda:0"): 2025-10-10T01:35:03.8056045Z - add: "f32[s77, s27, 2][2*s27, 2, 1]cuda:0" = torch.ops.aten.add.Tensor(arg2_1, 1); arg2_1 = None 2025-10-10T01:35:03.8056238Z - slice_1: "f32[s77, s27, 1][2*s27, 2, 1]cuda:0" = torch.ops.aten.slice.Tensor(add, -1, 0, -1); add = None 2025-10-10T01:35:03.8056418Z - add_9: "f32[s77, s27, 1][s27, 1, 1]cuda:0" = torch.ops.aten.add.Tensor(slice_1, 1); slice_1 = None 2025-10-10T01:35:03.8056862Z - return (add_9,) : To accept the new output, re-run test with envvar EXPECTTEST_ACCEPT=1 (we recommend staging/committing your changes before doing this) 2025-10-10T01:35:03.8056958Z 2025-10-10T01:35:03.8057094Z To execute this test, run the following from the base repo dir: 2025-10-10T01:35:03.8057358Z PYTORCH_TEST_WITH_ROCM=1 python test/inductor/test_compile_subprocess.py GPUTests.test_remove_noop_slice1_cuda 2025-10-10T01:35:03.8057361Z 2025-10-10T01:35:03.8057519Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-10-10T01:35:03.8057648Z ----------------------------- Captured stdout call ----------------------------- 2025-10-10T01:35:03.8057722Z frames [('total', 1), ('ok', 1)] 2025-10-10T01:35:03.8057820Z stats [('calls_captured', 3), ('unique_graphs', 1)] 2025-10-10T01:35:03.8058004Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-10-10T01:35:03.8058220Z inductor [('triton_bundler_save_kernel', 8), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-10-10T01:35:03.8058348Z ----------------------------- Captured stderr call ----------------------------- 2025-10-10T01:35:03.8058770Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/ops_handler.py:745: UserWarning: undefined OpHandler.__getstate__, please add missing op schema 2025-10-10T01:35:03.8058931Z warnings.warn(f"undefined OpHandler.{name}, please add missing op schema") 2025-10-10T01:35:03.8059336Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/ops_handler.py:745: UserWarning: undefined OpHandler.__setstate__, please add missing op schema 2025-10-10T01:35:03.8059493Z warnings.warn(f"undefined OpHandler.{name}, please add missing op schema") 2025-10-10T01:35:03.8059624Z ----------------------------- Captured stdout call ----------------------------- 2025-10-10T01:35:03.8059694Z frames [('total', 1), ('ok', 1)] 2025-10-10T01:35:03.8059795Z stats [('calls_captured', 3), ('unique_graphs', 1)] 2025-10-10T01:35:03.8059975Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-10-10T01:35:03.8060200Z inductor [('triton_bundler_save_kernel', 8), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-10-10T01:35:03.8060325Z ----------------------------- Captured stderr call ----------------------------- 2025-10-10T01:35:03.8060734Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/ops_handler.py:745: UserWarning: undefined OpHandler.__getstate__, please add missing op schema 2025-10-10T01:35:03.8060896Z warnings.warn(f"undefined OpHandler.{name}, please add missing op schema") 2025-10-10T01:35:03.8061296Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/ops_handler.py:745: UserWarning: undefined OpHandler.__setstate__, please add missing op schema 2025-10-10T01:35:03.8061463Z warnings.warn(f"undefined OpHandler.{name}, please add missing op schema") 2025-10-10T01:35:03.8061590Z ----------------------------- Captured stdout call ----------------------------- 2025-10-10T01:35:03.8061663Z frames [('total', 1), ('ok', 1)] 2025-10-10T01:35:03.8061758Z stats [('calls_captured', 3), ('unique_graphs', 1)] 2025-10-10T01:35:03.8061941Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-10-10T01:35:03.8062154Z inductor [('triton_bundler_save_kernel', 8), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-10-10T01:35:03.8062281Z ----------------------------- Captured stderr call ----------------------------- 2025-10-10T01:35:03.8062687Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/ops_handler.py:745: UserWarning: undefined OpHandler.__getstate__, please add missing op schema 2025-10-10T01:35:03.8062851Z warnings.warn(f"undefined OpHandler.{name}, please add missing op schema") 2025-10-10T01:35:03.8063258Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/ops_handler.py:745: UserWarning: undefined OpHandler.__setstate__, please add missing op schema 2025-10-10T01:35:03.8063417Z warnings.warn(f"undefined OpHandler.{name}, please add missing op schema") 2025-10-10T01:35:03.8064077Z - generated xml file: /var/lib/jenkins/pytorch/test/test-reports/python-pytest/inductor.test_compile_subprocess/inductor.test_compile_subprocess-dd70227f2a2daee0.xml - 2025-10-10T01:35:03.8064185Z =========================== short test summary info ============================ 2025-10-10T01:35:03.8064601Z FAILED [1.1775s] inductor/test_compile_subprocess.py::GPUTests::test_remove_noop_slice1_cuda - AssertionError: 'def forward(self, arg0_1: "Sym(s77)", arg[416 chars]_9,)' != '' 2025-10-10T01:35:03.8064791Z - def forward(self, arg0_1: "Sym(s77)", arg1_1: "Sym(s27)", arg2_1: "f32[s77, s27, 2][2*s27, 2, 1]cuda:0"): 2025-10-10T01:35:03.8064966Z - add: "f32[s77, s27, 2][2*s27, 2, 1]cuda:0" = torch.ops.aten.add.Tensor(arg2_1, 1); arg2_1 = None 2025-10-10T01:35:03.8065159Z - slice_1: "f32[s77, s27, 1][2*s27, 2, 1]cuda:0" = torch.ops.aten.slice.Tensor(add, -1, 0, -1); add = None 2025-10-10T01:35:03.8065340Z - add_9: "f32[s77, s27, 1][s27, 1, 1]cuda:0" = torch.ops.aten.add.Tensor(slice_1, 1); slice_1 = None 2025-10-10T01:35:03.8065684Z - return (add_9,) : To accept the new output, re-run test with envvar EXPECTTEST_ACCEPT=1 (we recommend staging/committing your changes before doing this) 2025-10-10T01:35:03.8065687Z 2025-10-10T01:35:03.8065818Z To execute this test, run the following from the base repo dir: 2025-10-10T01:35:03.8066079Z PYTORCH_TEST_WITH_ROCM=1 python test/inductor/test_compile_subprocess.py GPUTests.test_remove_noop_slice1_cuda 2025-10-10T01:35:03.8066083Z 2025-10-10T01:35:03.8066243Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-10-10T01:35:03.8066351Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!! 2025-10-10T01:35:03.8066491Z ======== 1 failed, 347 passed, 12 skipped, 2 rerun in 363.11s (0:06:03) ======== 2025-10-10T01:35:03.8066556Z Got exit code 1 2025-10-10T01:35:03.8066632Z Retrying single test... 2025-10-10T01:35:03.8067005Z Test results will be stored in test-reports/python-pytest/inductor.test_compile_subprocess/inductor.test_compile_subprocess-8e8ef6e1e2aa0858.xml 2025-10-10T01:35:03.8067113Z ============================= test session starts ============================== 2025-10-10T01:35:03.8067324Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-10-10T01:35:03.8067394Z cachedir: .pytest_cache 2025-10-10T01:35:03.8067703Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-10-10T01:35:03.8067783Z rootdir: /var/lib/jenkins/pytorch 2025-10-10T01:35:03.8067854Z configfile: pytest.ini 2025-10-10T01:35:03.8068167Z plugins: flakefinder-1.1.0, subtests-0.13.1, rerunfailures-14.0, hypothesis-6.56.4, cpp-2.3.0, xdoctest-1.3.0, xdist-3.3.1, typeguard-4.3.0 2025-10-10T01:35:03.8068309Z collecting ... collected 879 items / 455 deselected / 424 selected 2025-10-10T01:35:03.8068656Z stepcurrent: skipping 359 already run items. Running only test/inductor/test_compile_subprocess.py::GPUTests::test_remove_noop_slice1_cuda 2025-10-10T01:35:03.8068736Z Running 1 items in this shard 2025-10-10T01:35:03.8068740Z 2025-10-10T01:35:03.8069068Z inductor/test_compile_subprocess.py::GPUTests::test_remove_noop_slice1_cuda <- test/inductor/test_torchinductor.py PASSED [9.2162s] [100%] 2025-10-10T01:35:03.8069071Z 2025-10-10T01:35:03.8069532Z - generated xml file: /var/lib/jenkins/pytorch/test/test-reports/python-pytest/inductor.test_compile_subprocess/inductor.test_compile_subprocess-8e8ef6e1e2aa0858.xml - 2025-10-10T01:35:03.8069646Z ====================== 1 passed, 455 deselected in 9.27s ======================= 2025-10-10T01:35:03.8069716Z Got exit code 0 2025-10-10T01:35:03.8069865Z Test succeeeded in new process, continuing with the rest of the tests 2025-10-10T01:35:03.8070231Z Test results will be stored in test-reports/python-pytest/inductor.test_compile_subprocess/inductor.test_compile_subprocess-f10b175847d33e77.xml 2025-10-10T01:35:03.8070433Z ============================= test session starts ============================== 2025-10-10T01:35:03.8070734Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-10-10T01:35:03.8070806Z cachedir: .pytest_cache 2025-10-10T01:35:03.8071108Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-10-10T01:35:03.8071187Z rootdir: /var/lib/jenkins/pytorch 2025-10-10T01:35:03.8071254Z configfile: pytest.ini 2025-10-10T01:35:03.8071564Z plugins: flakefinder-1.1.0, subtests-0.13.1, rerunfailures-14.0, hypothesis-6.56.4, cpp-2.3.0, xdoctest-1.3.0, xdist-3.3.1, typeguard-4.3.0 2025-10-10T01:35:03.8071739Z collecting ... collected 879 items / 360 deselected / 519 selected 2025-10-10T01:35:03.8071836Z stepcurrent: skipping 360 already run items. 2025-10-10T01:35:03.8071910Z Running 96 items in this shard 2025-10-10T01:35:03.8071913Z 2025-10-10T01:35:03.8073066Z inductor/test_compile_subprocess.py::GPUTests::test_remove_noop_slice_scatter_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0006s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/151378 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 1%] 2025-10-10T01:35:03.8073384Z inductor/test_compile_subprocess.py::GPUTests::test_repeat_cuda <- test/inductor/test_torchinductor.py PASSED [9.0256s] [ 2%] 2025-10-10T01:35:03.8074060Z inductor/test_compile_subprocess.py::GPUTests::test_repeat_interleave_Tensor_decomp_int32_nd_1_cuda <- test/inductor/test_torchinductor.py W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8074331Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8074850Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8075078Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8075555Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8075896Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8076344Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8076589Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8077064Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8077385Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8077849Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8078108Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8078714Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8079136Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8079586Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8079886Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8080335Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8080659Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8081108Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8081439Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8081903Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8082266Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8082745Z W1010 01:32:51.244000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8082818Z PASSED [1.0488s] [ 3%] 2025-10-10T01:35:03.8083489Z inductor/test_compile_subprocess.py::GPUTests::test_repeat_interleave_Tensor_decomp_int32_nd_2_cuda <- test/inductor/test_torchinductor.py W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8083753Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8084255Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8084476Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8084960Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8085290Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8085737Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8085969Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8086441Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8086956Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8087421Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8087679Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8088129Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8088431Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8088882Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8089190Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8089638Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8089951Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8090400Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8090732Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8091193Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8091550Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8092023Z W1010 01:32:52.279000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8092091Z PASSED [0.9750s] [ 4%] 2025-10-10T01:35:03.8092809Z inductor/test_compile_subprocess.py::GPUTests::test_replication_pad_errors_with_bool_cuda <- test/inductor/test_torchinductor.py E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] failed while attempting to run meta for aten.replication_pad1d.default 2025-10-10T01:35:03.8093081Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] Traceback (most recent call last): 2025-10-10T01:35:03.8093578Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.8093830Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] r = func(*args, **kwargs) 2025-10-10T01:35:03.8094245Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.8094514Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] return self._op(*args, **kwargs) 2025-10-10T01:35:03.8095163Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_prims_common/wrappers.py", line 315, in _fn 2025-10-10T01:35:03.8095425Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] result = fn(*args, **kwargs) 2025-10-10T01:35:03.8095939Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 1850, in meta_replication_pad1d 2025-10-10T01:35:03.8096161Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] torch._check( 2025-10-10T01:35:03.8096583Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.8096971Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.8097418Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.8097692Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] raise error_type(message_evaluated) 2025-10-10T01:35:03.8098041Z E1010 01:32:56.955000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/0] RuntimeError: "replication_pad1d" not implemented for 'torch.bool' 2025-10-10T01:35:03.8098397Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] failed while attempting to run meta for aten.replication_pad2d.default 2025-10-10T01:35:03.8098662Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] Traceback (most recent call last): 2025-10-10T01:35:03.8099163Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.8099407Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] r = func(*args, **kwargs) 2025-10-10T01:35:03.8099824Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.8100087Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] return self._op(*args, **kwargs) 2025-10-10T01:35:03.8100546Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_prims_common/wrappers.py", line 315, in _fn 2025-10-10T01:35:03.8100808Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] result = fn(*args, **kwargs) 2025-10-10T01:35:03.8101312Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 1961, in meta_replication_pad2d 2025-10-10T01:35:03.8101533Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] torch._check( 2025-10-10T01:35:03.8101960Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.8102344Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.8102879Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.8103260Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] raise error_type(message_evaluated) 2025-10-10T01:35:03.8103610Z E1010 01:32:57.890000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/1] RuntimeError: "replication_pad2d" not implemented for 'torch.bool' 2025-10-10T01:35:03.8103966Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] failed while attempting to run meta for aten.replication_pad3d.default 2025-10-10T01:35:03.8104232Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] Traceback (most recent call last): 2025-10-10T01:35:03.8104731Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2821, in _dispatch_impl 2025-10-10T01:35:03.8104983Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] r = func(*args, **kwargs) 2025-10-10T01:35:03.8105395Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_ops.py", line 836, in __call__ 2025-10-10T01:35:03.8105660Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] return self._op(*args, **kwargs) 2025-10-10T01:35:03.8106115Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_prims_common/wrappers.py", line 315, in _fn 2025-10-10T01:35:03.8106368Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] result = fn(*args, **kwargs) 2025-10-10T01:35:03.8106879Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_meta_registrations.py", line 2078, in meta_replication_pad3d 2025-10-10T01:35:03.8107099Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] torch._check( 2025-10-10T01:35:03.8107524Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1693, in _check 2025-10-10T01:35:03.8107904Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] _check_with(RuntimeError, cond, message) # pyrefly: ignore # bad-argument-type 2025-10-10T01:35:03.8108344Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/__init__.py", line 1675, in _check_with 2025-10-10T01:35:03.8108623Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] raise error_type(message_evaluated) 2025-10-10T01:35:03.8108975Z E1010 01:32:58.820000 429955 site-packages/torch/_subclasses/fake_tensor.py:2825] [1/2] RuntimeError: "replication_pad3d" not implemented for 'torch.bool' 2025-10-10T01:35:03.8109041Z PASSED [5.6202s] [ 5%] 2025-10-10T01:35:03.8109395Z inductor/test_compile_subprocess.py::GPUTests::test_require_stride_expanded_cuda <- test/inductor/test_torchinductor.py PASSED [0.7729s] [ 6%] 2025-10-10T01:35:03.8109703Z inductor/test_compile_subprocess.py::GPUTests::test_resize_as_cuda <- test/inductor/test_torchinductor.py PASSED [14.8678s] [ 7%] 2025-10-10T01:35:03.8110003Z inductor/test_compile_subprocess.py::GPUTests::test_resize_cuda <- test/inductor/test_torchinductor.py PASSED [6.0676s] [ 8%] 2025-10-10T01:35:03.8110685Z inductor/test_compile_subprocess.py::GPUTests::test_roi_align_cuda <- test/inductor/test_torchinductor.py W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8111147Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8111732Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8111954Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8112433Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8112766Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8113226Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8113465Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8113933Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8114253Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8114717Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8114981Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8115435Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8115739Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8116190Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8116488Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8116939Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8117260Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8117707Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8118034Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8118495Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8118976Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8119589Z W1010 01:33:20.655000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.torchvision.roi_align.default 2025-10-10T01:35:03.8119886Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8120147Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8120651Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8120869Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8121351Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8121681Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8122129Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8122367Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8122836Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8123163Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8123623Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8123887Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8124337Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8124640Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8125093Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8125402Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8125852Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8126169Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8126617Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8127050Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8127603Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8127960Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8128461Z W1010 01:33:20.751000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.torchvision.roi_align.default 2025-10-10T01:35:03.8128535Z PASSED [0.2998s] [ 9%] 2025-10-10T01:35:03.8129108Z inductor/test_compile_subprocess.py::GPUTests::test_roll_cuda <- test/inductor/test_torchinductor.py W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8129382Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8129882Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8130102Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8130578Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8130911Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8131365Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8131599Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8132073Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8132387Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8132856Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8133116Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8133571Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8133874Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8134326Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8134627Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8135173Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8135603Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8136051Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8136382Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8136838Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8137210Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8137688Z W1010 01:33:20.913000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8137978Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8138241Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8138740Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8138968Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8139442Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8139777Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8140221Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8140461Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8140936Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8141255Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8141721Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8141978Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8142432Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8142728Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8143286Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8143682Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8144129Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8144447Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8144890Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8145225Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8145679Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8146042Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8146514Z W1010 01:33:21.621000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8146585Z PASSED [1.1309s] [ 10%] 2025-10-10T01:35:03.8147039Z inductor/test_compile_subprocess.py::GPUTests::test_round_correctness_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0023s] (need to debug tl.libdevice on A100/V100) [ 11%] 2025-10-10T01:35:03.8147336Z inductor/test_compile_subprocess.py::GPUTests::test_round_cuda <- test/inductor/test_torchinductor.py PASSED [0.9197s] [ 12%] 2025-10-10T01:35:03.8147668Z inductor/test_compile_subprocess.py::GPUTests::test_scalar_cpu_tensor_arg_cuda <- test/inductor/test_torchinductor.py PASSED [2.5110s] [ 13%] 2025-10-10T01:35:03.8147976Z inductor/test_compile_subprocess.py::GPUTests::test_scalar_input_cuda <- test/inductor/test_torchinductor.py PASSED [0.3827s] [ 14%] 2025-10-10T01:35:03.8148289Z inductor/test_compile_subprocess.py::GPUTests::test_scalar_output_cuda <- test/inductor/test_torchinductor.py PASSED [3.2723s] [ 15%] 2025-10-10T01:35:03.8148638Z inductor/test_compile_subprocess.py::GPUTests::test_scaled_dot_product_attention_cuda <- test/inductor/test_torchinductor.py PASSED [1.5476s] [ 16%] 2025-10-10T01:35:03.8149026Z inductor/test_compile_subprocess.py::GPUTests::test_scaled_dot_product_efficient_attention_cuda <- test/inductor/test_torchinductor.py PASSED [0.5655s] [ 17%] 2025-10-10T01:35:03.8149327Z inductor/test_compile_subprocess.py::GPUTests::test_scatter1_cuda <- test/inductor/test_torchinductor.py PASSED [0.9401s] [ 18%] 2025-10-10T01:35:03.8149629Z inductor/test_compile_subprocess.py::GPUTests::test_scatter4_cuda <- test/inductor/test_torchinductor.py PASSED [1.4606s] [ 19%] 2025-10-10T01:35:03.8149930Z inductor/test_compile_subprocess.py::GPUTests::test_scatter5_cuda <- test/inductor/test_torchinductor.py PASSED [1.1898s] [ 20%] 2025-10-10T01:35:03.8150238Z inductor/test_compile_subprocess.py::GPUTests::test_scatter_add2_cuda <- test/inductor/test_torchinductor.py PASSED [0.7916s] [ 21%] 2025-10-10T01:35:03.8150549Z inductor/test_compile_subprocess.py::GPUTests::test_scatter_add3_cuda <- test/inductor/test_torchinductor.py PASSED [1.0225s] [ 22%] 2025-10-10T01:35:03.8150868Z inductor/test_compile_subprocess.py::GPUTests::test_scatter_reduce2_cuda <- test/inductor/test_torchinductor.py PASSED [0.9441s] [ 23%] 2025-10-10T01:35:03.8151747Z inductor/test_compile_subprocess.py::GPUTests::test_scheduler_vertical_fusion1_cuda <- test/inductor/test_torchinductor.py W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8152017Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8152526Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8152746Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8153226Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8153573Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8154018Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8154256Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8154722Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8155046Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8155514Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8155777Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8156229Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8156527Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8156981Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8157282Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8157735Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8158053Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8158503Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8158833Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8159401Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8159874Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8160377Z W1010 01:33:37.620000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops._inductor_test.realize.default 2025-10-10T01:35:03.8160673Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8160935Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8161443Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8161666Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8162141Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8162473Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8162919Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8163155Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8163631Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8163949Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8164412Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8164672Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8165129Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8165432Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8165885Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8166185Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8166635Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8166949Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8167519Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8167938Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8168399Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8168757Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8169256Z W1010 01:33:38.258000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops._inductor_test.realize.default 2025-10-10T01:35:03.8169337Z PASSED [1.1171s] [ 25%] 2025-10-10T01:35:03.8169739Z inductor/test_compile_subprocess.py::GPUTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_False_cuda <- test/inductor/test_torchinductor.py PASSED [0.9370s] [ 26%] 2025-10-10T01:35:03.8170133Z inductor/test_compile_subprocess.py::GPUTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_True_cuda <- test/inductor/test_torchinductor.py PASSED [0.8916s] [ 27%] 2025-10-10T01:35:03.8170520Z inductor/test_compile_subprocess.py::GPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_cuda <- test/inductor/test_torchinductor.py PASSED [0.6760s] [ 28%] 2025-10-10T01:35:03.8170850Z inductor/test_compile_subprocess.py::GPUTests::test_sdpa_unaligned_mask_cuda <- test/inductor/test_torchinductor.py PASSED [0.6939s] [ 29%] 2025-10-10T01:35:03.8171485Z inductor/test_compile_subprocess.py::GPUTests::test_sdpa_unaligned_mask_freezing_cuda <- test/inductor/test_torchinductor.py W1010 01:33:41.973000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8171753Z W1010 01:33:41.973000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8172256Z W1010 01:33:41.973000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8172473Z W1010 01:33:41.973000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8172951Z W1010 01:33:41.973000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8173282Z W1010 01:33:41.973000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8173736Z W1010 01:33:41.973000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8173970Z W1010 01:33:41.973000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8174429Z W1010 01:33:41.973000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] AttributeError: Can't pickle local object 'CommonTemplate.test_sdpa_unaligned_mask_freezing..Mod' 2025-10-10T01:35:03.8174499Z PASSED [0.1661s] [ 30%] 2025-10-10T01:35:03.8174849Z inductor/test_compile_subprocess.py::GPUTests::test_searchsorted_broadcast_cuda <- test/inductor/test_torchinductor.py PASSED [0.5864s] [ 31%] 2025-10-10T01:35:03.8175564Z inductor/test_compile_subprocess.py::GPUTests::test_shape_prop_torch_ones_cuda <- test/inductor/test_torchinductor.py W1010 01:33:42.808000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8175918Z W1010 01:33:42.808000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8176422Z W1010 01:33:42.808000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8176640Z W1010 01:33:42.808000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8177114Z W1010 01:33:42.808000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8177446Z W1010 01:33:42.808000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8177899Z W1010 01:33:42.808000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8178134Z W1010 01:33:42.808000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8178567Z W1010 01:33:42.808000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] AttributeError: Can't pickle local object 'CommonTemplate.test_shape_prop_torch_ones..Model' 2025-10-10T01:35:03.8178860Z W1010 01:33:43.348000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8179119Z W1010 01:33:43.348000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8179623Z W1010 01:33:43.348000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8179841Z W1010 01:33:43.348000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8180316Z W1010 01:33:43.348000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8180649Z W1010 01:33:43.348000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8181091Z W1010 01:33:43.348000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8181326Z W1010 01:33:43.348000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8181763Z W1010 01:33:43.348000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] AttributeError: Can't pickle local object 'CommonTemplate.test_shape_prop_torch_ones..Model' 2025-10-10T01:35:03.8181835Z PASSED [1.0896s] [ 32%] 2025-10-10T01:35:03.8182176Z inductor/test_compile_subprocess.py::GPUTests::test_should_pad_bench_for_bmm_cuda <- test/inductor/test_torchinductor.py PASSED [0.0030s] [ 33%] 2025-10-10T01:35:03.8182482Z inductor/test_compile_subprocess.py::GPUTests::test_sigmoid_cuda <- test/inductor/test_torchinductor.py PASSED [0.5408s] [ 34%] 2025-10-10T01:35:03.8182786Z inductor/test_compile_subprocess.py::GPUTests::test_sign_dtype_cuda <- test/inductor/test_torchinductor.py PASSED [0.6781s] [ 35%] 2025-10-10T01:35:03.8183087Z inductor/test_compile_subprocess.py::GPUTests::test_signbit_cuda <- test/inductor/test_torchinductor.py PASSED [0.7449s] [ 36%] 2025-10-10T01:35:03.8183505Z inductor/test_compile_subprocess.py::GPUTests::test_simplify_loops_cuda <- test/inductor/test_torchinductor.py PASSED [0.6105s] [ 37%] 2025-10-10T01:35:03.8183893Z inductor/test_compile_subprocess.py::GPUTests::test_sin_cuda <- test/inductor/test_torchinductor.py PASSED [0.9158s] [ 38%] 2025-10-10T01:35:03.8184203Z inductor/test_compile_subprocess.py::GPUTests::test_single_elem_cuda <- test/inductor/test_torchinductor.py PASSED [0.4452s] [ 39%] 2025-10-10T01:35:03.8184531Z inductor/test_compile_subprocess.py::GPUTests::test_single_elem_indirect_cuda <- test/inductor/test_torchinductor.py PASSED [0.4567s] [ 40%] 2025-10-10T01:35:03.8185131Z inductor/test_compile_subprocess.py::GPUTests::test_sizehint_issue1_cuda <- test/inductor/test_torchinductor.py W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8185397Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8185904Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8186128Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8186604Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8186941Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8187386Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8187624Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8188093Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8188414Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8188877Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8189137Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8189591Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8189896Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8190348Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8190650Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8191100Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8191518Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8192104Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8192432Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8192891Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8193253Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8193729Z W1010 01:33:48.192000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8194027Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8194288Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8194790Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8195008Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8195482Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8195820Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8196265Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8196499Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8196965Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8197284Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8197752Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8198014Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8198465Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8198765Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8199217Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8199653Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8200212Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8200531Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8200977Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8201301Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8201763Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8202127Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8202592Z W1010 01:33:48.616000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8202662Z PASSED [0.8416s] [ 41%] 2025-10-10T01:35:03.8202967Z inductor/test_compile_subprocess.py::GPUTests::test_slice1_cuda <- test/inductor/test_torchinductor.py PASSED [0.8199s] [ 42%] 2025-10-10T01:35:03.8203265Z inductor/test_compile_subprocess.py::GPUTests::test_slice3_cuda <- test/inductor/test_torchinductor.py PASSED [0.4089s] [ 43%] 2025-10-10T01:35:03.8203584Z inductor/test_compile_subprocess.py::GPUTests::test_slice_mutation1_cuda <- test/inductor/test_torchinductor.py PASSED [0.9806s] [ 44%] 2025-10-10T01:35:03.8203911Z inductor/test_compile_subprocess.py::GPUTests::test_slice_mutation2_cuda <- test/inductor/test_torchinductor.py PASSED [0.3977s] [ 45%] 2025-10-10T01:35:03.8204224Z inductor/test_compile_subprocess.py::GPUTests::test_slice_scatter2_cuda <- test/inductor/test_torchinductor.py PASSED [0.5698s] [ 46%] 2025-10-10T01:35:03.8204540Z inductor/test_compile_subprocess.py::GPUTests::test_slice_scatter5_cuda <- test/inductor/test_torchinductor.py PASSED [0.6052s] [ 47%] 2025-10-10T01:35:03.8205690Z inductor/test_compile_subprocess.py::GPUTests::test_slice_scatter_reinplace_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0006s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/145189 for platform(s) inductor, linux, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 48%] 2025-10-10T01:35:03.8206268Z inductor/test_compile_subprocess.py::GPUTests::test_softmax_cuda <- test/inductor/test_torchinductor.py W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8206540Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8207043Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8207267Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8207740Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8208278Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8208728Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8208960Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8209429Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8209743Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8210211Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8210468Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8210925Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8211228Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8211674Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8211980Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8212429Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8212748Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8213194Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8213522Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8213980Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8214342Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8214861Z W1010 01:33:53.569000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.8214929Z PASSED [1.3934s] [ 50%] 2025-10-10T01:35:03.8215283Z inductor/test_compile_subprocess.py::GPUTests::test_softmax_one_kernel_persist_cuda <- test/inductor/test_torchinductor.py PASSED [0.5582s] [ 51%] 2025-10-10T01:35:03.8215578Z inductor/test_compile_subprocess.py::GPUTests::test_split_cuda <- test/inductor/test_torchinductor.py PASSED [0.6811s] [ 52%] 2025-10-10T01:35:03.8216019Z inductor/test_compile_subprocess.py::GPUTests::test_split_cumprod_low_prec_cuda <- test/inductor/test_torchinductor.py PASSED [0.7079s] [ 53%] 2025-10-10T01:35:03.8216423Z inductor/test_compile_subprocess.py::GPUTests::test_split_cumsum_cuda <- test/inductor/test_torchinductor.py PASSED [4.3082s] [ 54%] 2025-10-10T01:35:03.8216749Z inductor/test_compile_subprocess.py::GPUTests::test_split_cumsum_index_cuda <- test/inductor/test_torchinductor.py PASSED [1.4216s] [ 55%] 2025-10-10T01:35:03.8217101Z inductor/test_compile_subprocess.py::GPUTests::test_split_reduction_dynamic_shape_cuda <- test/inductor/test_torchinductor.py PASSED [1.4771s] [ 56%] 2025-10-10T01:35:03.8217460Z inductor/test_compile_subprocess.py::GPUTests::test_split_reduction_with_int64_size_cuda <- test/inductor/test_torchinductor.py PASSED [0.9391s] [ 57%] 2025-10-10T01:35:03.8217788Z inductor/test_compile_subprocess.py::GPUTests::test_split_with_integer_cuda <- test/inductor/test_torchinductor.py PASSED [3.2243s] [ 58%] 2025-10-10T01:35:03.8218420Z inductor/test_compile_subprocess.py::GPUTests::test_split_with_unbacked_symints_cuda <- test/inductor/test_torchinductor.py W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8218695Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8219195Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8219421Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8219895Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8220233Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8220688Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8220919Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8221393Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8221707Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8222174Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8222428Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8222877Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8223176Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8223626Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8224029Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8224578Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8224896Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8225340Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8225666Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8226122Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8226483Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8226956Z W1010 01:34:07.564000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8227021Z PASSED [0.5720s] [ 59%] 2025-10-10T01:35:03.8227464Z inductor/test_compile_subprocess.py::GPUTests::test_sqrt_dynamic_shapes_cuda <- test/inductor/test_torchinductor.py SKIPPED [0.0027s] (sqrt dynamic shapes only supports cpu) [ 60%] 2025-10-10T01:35:03.8227766Z inductor/test_compile_subprocess.py::GPUTests::test_squeeze1_cuda <- test/inductor/test_torchinductor.py PASSED [0.4967s] [ 61%] 2025-10-10T01:35:03.8228065Z inductor/test_compile_subprocess.py::GPUTests::test_squeeze2_cuda <- test/inductor/test_torchinductor.py PASSED [0.5243s] [ 62%] 2025-10-10T01:35:03.8228389Z inductor/test_compile_subprocess.py::GPUTests::test_squeeze_varargs_cuda <- test/inductor/test_torchinductor.py PASSED [0.5246s] [ 63%] 2025-10-10T01:35:03.8228681Z inductor/test_compile_subprocess.py::GPUTests::test_stack_cuda <- test/inductor/test_torchinductor.py PASSED [0.6752s] [ 64%] 2025-10-10T01:35:03.8228967Z inductor/test_compile_subprocess.py::GPUTests::test_sum2_cuda <- test/inductor/test_torchinductor.py PASSED [1.7111s] [ 65%] 2025-10-10T01:35:03.8229253Z inductor/test_compile_subprocess.py::GPUTests::test_sum4_cuda <- test/inductor/test_torchinductor.py PASSED [1.1801s] [ 66%] 2025-10-10T01:35:03.8229534Z inductor/test_compile_subprocess.py::GPUTests::test_sum5_cuda <- test/inductor/test_torchinductor.py PASSED [1.1427s] [ 67%] 2025-10-10T01:35:03.8229817Z inductor/test_compile_subprocess.py::GPUTests::test_tan_cuda <- test/inductor/test_torchinductor.py PASSED [0.9232s] [ 68%] 2025-10-10T01:35:03.8230143Z inductor/test_compile_subprocess.py::GPUTests::test_tensor_index_slice_cuda <- test/inductor/test_torchinductor.py PASSED [1.0127s] [ 69%] 2025-10-10T01:35:03.8230728Z inductor/test_compile_subprocess.py::GPUTests::test_to_device_cuda <- test/inductor/test_torchinductor.py W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8230994Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8231494Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8231757Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8232354Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8232793Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8233238Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8233472Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8233942Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8234260Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8234725Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8234978Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8235430Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8235728Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8236181Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8236482Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8236926Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8237241Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8237682Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8238007Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8238468Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8238825Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8239353Z W1010 01:34:16.318000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.device_put.default 2025-10-10T01:35:03.8239605Z W1010 01:34:16.323000 429955 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.8239901Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8240363Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8240960Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8241179Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8241655Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8241983Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8242430Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8242666Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8243130Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8243447Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8243912Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8244171Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8244626Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8244928Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8245375Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8245672Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8246118Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8246437Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8246884Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8247210Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8247666Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8248022Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8248743Z W1010 01:34:16.402000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.8248977Z W1010 01:34:16.408000 429955 site-packages/torch/_inductor/utils.py:2366] [0/0] DeviceCopy in input program 2025-10-10T01:35:03.8249044Z PASSED [0.3818s] [ 70%] 2025-10-10T01:35:03.8249620Z inductor/test_compile_subprocess.py::GPUTests::test_to_dtype_cuda <- test/inductor/test_torchinductor.py W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8249880Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8250385Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8250606Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8251078Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8251409Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8251849Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8252080Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8252550Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8252869Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8253327Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8253583Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8254029Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8254333Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8254784Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8255081Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8255528Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8255841Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8256389Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8256844Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8257318Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8257675Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8258185Z W1010 01:34:16.713000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.8258478Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8258743Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8259244Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8259461Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8259932Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8260263Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8260705Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8260939Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8261406Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8261721Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8262181Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8262440Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8262882Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8263179Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8263626Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8263920Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8264467Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8264873Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8265323Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8265644Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8266096Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8266453Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8266965Z W1010 01:34:17.358000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.8267034Z PASSED [0.9998s] [ 71%] 2025-10-10T01:35:03.8267367Z inductor/test_compile_subprocess.py::GPUTests::test_torch_device_split_cuda <- test/inductor/test_torchinductor.py PASSED [0.0437s] [ 72%] 2025-10-10T01:35:03.8267676Z inductor/test_compile_subprocess.py::GPUTests::test_transpose_cuda <- test/inductor/test_torchinductor.py PASSED [0.8156s] [ 73%] 2025-10-10T01:35:03.8267962Z inductor/test_compile_subprocess.py::GPUTests::test_uint_cuda <- test/inductor/test_torchinductor.py PASSED [0.3868s] [ 75%] 2025-10-10T01:35:03.8268258Z inductor/test_compile_subprocess.py::GPUTests::test_unbind_cuda <- test/inductor/test_torchinductor.py PASSED [0.2327s] [ 76%] 2025-10-10T01:35:03.8268609Z inductor/test_compile_subprocess.py::GPUTests::test_unfold_zero_dimension_tensor_cuda <- test/inductor/test_torchinductor.py PASSED [0.0876s] [ 77%] 2025-10-10T01:35:03.8268957Z inductor/test_compile_subprocess.py::GPUTests::test_unsigned_constant_tensors_cuda <- test/inductor/test_torchinductor.py PASSED [0.8175s] [ 78%] 2025-10-10T01:35:03.8269291Z inductor/test_compile_subprocess.py::GPUTests::test_unspec_inputs_bfloat16_cuda <- test/inductor/test_torchinductor.py PASSED [1.5623s] [ 79%] 2025-10-10T01:35:03.8269620Z inductor/test_compile_subprocess.py::GPUTests::test_unspec_inputs_float16_cuda <- test/inductor/test_torchinductor.py PASSED [1.5187s] [ 80%] 2025-10-10T01:35:03.8269947Z inductor/test_compile_subprocess.py::GPUTests::test_unspec_inputs_uint8_cuda <- test/inductor/test_torchinductor.py PASSED [1.5224s] [ 81%] 2025-10-10T01:35:03.8270250Z inductor/test_compile_subprocess.py::GPUTests::test_unsqueeze_cuda <- test/inductor/test_torchinductor.py PASSED [0.5944s] [ 82%] 2025-10-10T01:35:03.8270865Z inductor/test_compile_subprocess.py::GPUTests::test_upsample_bicubic2d_cuda <- test/inductor/test_torchinductor.py W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8271128Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8271685Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8271903Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8272505Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8272948Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8273392Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8273624Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8274091Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8274410Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8274872Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8275130Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8275583Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8275878Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8276320Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8276625Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8277071Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8277383Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8277828Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8278151Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8278616Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8278972Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8279441Z W1010 01:34:25.816000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8279729Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8279988Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8280587Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8280906Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8281379Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8281709Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8282150Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8282387Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8282854Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8283167Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8283626Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8283884Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8284334Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8284638Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8285085Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8285380Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8285827Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8286139Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8286592Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8286918Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8287374Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8287731Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8288355Z W1010 01:34:29.388000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.8288519Z PASSED [7.7711s] [ 83%] 2025-10-10T01:35:03.8289163Z inductor/test_compile_subprocess.py::GPUTests::test_upsample_bilinear2d_b_cuda <- test/inductor/test_torchinductor.py W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8289435Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8289942Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8290168Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8290646Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8290977Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8291423Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8291656Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8292128Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8292445Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8292913Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8293169Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8293617Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8293918Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8294372Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8294678Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8295126Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8295441Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8295889Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8296320Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8296875Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8297229Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8297701Z W1010 01:34:33.158000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8297993Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8298251Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8298751Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8298976Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8299448Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8299777Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8300219Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8300452Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8300923Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8301236Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8301698Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8301951Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8302405Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8302709Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8303154Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8303454Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8303901Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8304324Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8304883Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8305220Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8305684Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8306039Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8306562Z W1010 01:34:33.846000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.8306633Z PASSED [1.4490s] [ 84%] 2025-10-10T01:35:03.8306998Z inductor/test_compile_subprocess.py::GPUTests::test_upsample_nearest2d_backward_cuda <- test/inductor/test_torchinductor.py PASSED [2.3616s] [ 85%] 2025-10-10T01:35:03.8307603Z inductor/test_compile_subprocess.py::GPUTests::test_upsample_nearest2d_cuda <- test/inductor/test_torchinductor.py W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8307868Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8308368Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8308594Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8309073Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8309403Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8309851Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8310082Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8310554Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8310870Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8311334Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8311590Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8312089Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8312515Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8313083Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8313382Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8313833Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8314148Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8314616Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8314954Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8315420Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8315777Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8316252Z W1010 01:34:37.010000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8316547Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8316818Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8317317Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8317541Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8318017Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8318344Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8318793Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8319032Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8319504Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8319821Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8320286Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8320659Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8321201Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8321498Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8321945Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8322249Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8322700Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8323018Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8323462Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8323787Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8324245Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8324604Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8325124Z W1010 01:34:37.841000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.8325192Z PASSED [1.5485s] [ 86%] 2025-10-10T01:35:03.8325809Z inductor/test_compile_subprocess.py::GPUTests::test_upsample_nearest3d_cuda <- test/inductor/test_torchinductor.py W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8326072Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8326572Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8326799Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8327273Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8327602Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8328047Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8328280Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8328845Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8329259Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8329719Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8329974Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8330423Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8330723Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8331181Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8331481Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8331929Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8332240Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8332691Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8333020Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8333477Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8333832Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8334297Z W1010 01:34:38.610000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8334590Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8334852Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8335351Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8335569Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8336040Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8336367Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8337002Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8337236Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8337701Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8338015Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8338476Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8338739Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8339189Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8339483Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8339933Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8340228Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8340680Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8340997Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8341444Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8341769Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8342227Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8342585Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8343098Z W1010 01:34:39.559000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.8343166Z PASSED [1.7948s] [ 87%] 2025-10-10T01:35:03.8343487Z inductor/test_compile_subprocess.py::GPUTests::test_var_mean_div_by_cuda <- test/inductor/test_torchinductor.py PASSED [0.7186s] [ 88%] 2025-10-10T01:35:03.8343836Z inductor/test_compile_subprocess.py::GPUTests::test_var_mean_tile_reduction_True_cuda <- test/inductor/test_torchinductor.py PASSED [0.8850s] [ 89%] 2025-10-10T01:35:03.8344450Z inductor/test_compile_subprocess.py::GPUTests::test_vectorized_ops_masked_cuda <- test/inductor/test_torchinductor.py W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8344928Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8345441Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8345656Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8346134Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8346462Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8346915Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8347151Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8347621Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8347943Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8348404Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8348665Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8349115Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8349417Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8349865Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8350168Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8350622Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8350942Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8351392Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8351772Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8352231Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8352709Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8353289Z W1010 01:34:41.855000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8353578Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8353843Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8354344Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8354560Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8355033Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8355366Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8355811Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8356042Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8356512Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8356835Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8357299Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8357553Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8358001Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8358299Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8358747Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8359050Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8359500Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8359822Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8360270Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8360699Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8361248Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8361611Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8362080Z W1010 01:34:42.223000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8362145Z PASSED [0.5818s] [ 90%] 2025-10-10T01:35:03.8362792Z inductor/test_compile_subprocess.py::GPUTests::test_vectorized_ops_masked_var_novec_cuda <- test/inductor/test_torchinductor.py W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8363060Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8363556Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8363775Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8364249Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8364581Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8365029Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8365263Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8365732Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8366048Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8366513Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8366771Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8367225Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8367522Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8367973Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8368268Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8368931Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8369344Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8369790Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8370118Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8370575Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8370932Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8371404Z W1010 01:34:42.436000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8371698Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8371961Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8372459Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8372678Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8373155Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8373488Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8373928Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8374161Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8374630Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8374955Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8375417Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8375671Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8376120Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8376415Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8376965Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8377367Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8377822Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8378138Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8378584Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8378914Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8379373Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8379731Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8380200Z W1010 01:34:42.987000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.iota.default 2025-10-10T01:35:03.8380268Z PASSED [0.9536s] [ 91%] 2025-10-10T01:35:03.8380598Z inductor/test_compile_subprocess.py::GPUTests::test_vertical_fusion1_cuda <- test/inductor/test_torchinductor.py PASSED [0.7255s] [ 92%] 2025-10-10T01:35:03.8380925Z inductor/test_compile_subprocess.py::GPUTests::test_view_on_aliased_cuda <- test/inductor/test_torchinductor.py PASSED [1.1232s] [ 93%] 2025-10-10T01:35:03.8381317Z inductor/test_compile_subprocess.py::GPUTests::test_view_uint8_through_differing_bitwidths_cuda <- test/inductor/test_torchinductor.py PASSED [0.5331s] [ 94%] 2025-10-10T01:35:03.8381612Z inductor/test_compile_subprocess.py::GPUTests::test_views1_cuda <- test/inductor/test_torchinductor.py PASSED [8.9552s] [ 95%] 2025-10-10T01:35:03.8381903Z inductor/test_compile_subprocess.py::GPUTests::test_views3_cuda <- test/inductor/test_torchinductor.py PASSED [0.6903s] [ 96%] 2025-10-10T01:35:03.8382477Z inductor/test_compile_subprocess.py::GPUTests::test_views7_cuda <- test/inductor/test_torchinductor.py W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Unable to pickle input graph or example inputs 2025-10-10T01:35:03.8382746Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] Traceback (most recent call last): 2025-10-10T01:35:03.8383249Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 484, in serialize_compile 2025-10-10T01:35:03.8383473Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] ).serialize() 2025-10-10T01:35:03.8383945Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx_ext.py", line 210, in serialize 2025-10-10T01:35:03.8384278Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _WireProtocolPickledInput(GraphPickler.dumps(self)) 2025-10-10T01:35:03.8384831Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 125, in dumps 2025-10-10T01:35:03.8385157Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] pickler.dump(obj) 2025-10-10T01:35:03.8385628Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 92, in reducer_override 2025-10-10T01:35:03.8385945Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return _GraphModulePickleData.reduce_helper(self, obj) 2025-10-10T01:35:03.8386413Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 350, in reduce_helper 2025-10-10T01:35:03.8386668Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] cls(obj, pickler.options), 2025-10-10T01:35:03.8387129Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 362, in __init__ 2025-10-10T01:35:03.8387431Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.graph = _GraphPickleData(gm._graph, options) 2025-10-10T01:35:03.8387878Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 543, in __init__ 2025-10-10T01:35:03.8388182Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] nodes[node] = _NodePickleData(node, nodes, options) 2025-10-10T01:35:03.8388629Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 385, in __init__ 2025-10-10T01:35:03.8388949Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] self.target = _OpPickleData.pickle(node.target, options) 2025-10-10T01:35:03.8389397Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 426, in pickle 2025-10-10T01:35:03.8389723Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] return cls._pickle_op(name, _OpOverloadPickleData, options) 2025-10-10T01:35:03.8390181Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/_graph_pickler.py", line 450, in _pickle_op 2025-10-10T01:35:03.8390535Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] raise BypassFxGraphCache(f"Unable to pickle non-standard op: {name}") 2025-10-10T01:35:03.8391056Z W1010 01:34:55.769000 429955 site-packages/torch/_inductor/compile_fx_ext.py:491] [0/0] torch._inductor.codecache.BypassFxGraphCache: Unable to pickle non-standard op: torch.ops.prims.convert_element_type.default 2025-10-10T01:35:03.8391127Z PASSED [0.7077s] [ 97%] 2025-10-10T01:35:03.8391467Z inductor/test_compile_subprocess.py::GPUTests::test_xblock_divides_xnumel_cuda <- test/inductor/test_torchinductor.py PASSED [0.9916s] [ 98%] 2025-10-10T01:35:03.8391810Z inductor/test_compile_subprocess.py::GPUTests::test_zeros_cuda <- test/inductor/test_torchinductor.py PASSED [0.8520s] [100%] 2025-10-10T01:35:03.8391814Z 2025-10-10T01:35:03.8392276Z - generated xml file: /var/lib/jenkins/pytorch/test/test-reports/python-pytest/inductor.test_compile_subprocess/inductor.test_compile_subprocess-f10b175847d33e77.xml - 2025-10-10T01:35:03.8392419Z ========== 92 passed, 4 skipped, 360 deselected in 135.83s (0:02:15) =========== 2025-10-10T01:35:03.8392931Z The following tests failed and then succeeded when run in a new process['test/inductor/test_compile_subprocess.py::GPUTests::test_remove_noop_slice1_cuda'] 2025-10-10T01:35:03.8393043Z 2025-10-10T01:35:03.8393403Z FINISHED PRINTING LOG FILE of inductor/test_compile_subprocess 2/2 (test/test-reports/inductor.test_compile_subprocess_2.2_4ddf9be2cbeb9279_.log) 2025-10-10T01:35:03.8393406Z 2025-10-10T01:35:03.8393579Z Running inductor/test_mkldnn_pattern_matcher 2/2 ... [2025-10-10 01:35:03.621288] 2025-10-10T01:35:03.8393663Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:35:03.8394307Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:35:03.621865] 2025-10-10T01:38:35.8522519Z 2025-10-10T01:38:35.8524521Z inductor/test_aot_inductor_arrayref 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_arrayref_2.2_129159fc89ceaad0_.log 2025-10-10T01:38:35.8595619Z Running 141 items in this shard: test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test__int_mm_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test__weight_int4pack_mm_m_32_n_64_q_group_32_num_groups_1_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test__weight_int4pack_mm_m_32_n_64_q_group_32_num_groups_2_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test__weight_int4pack_mm_m_32_n_64_q_group_64_num_groups_1_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test__weight_int4pack_mm_with_scales_and_zeros_m_32_n_64_q_group_32_num_groups_1_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test__weight_int4pack_mm_with_scales_and_zeros_m_32_n_64_q_group_64_num_groups_2_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_add_complex_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_addmm_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_addmm_multiple_dynamic_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aliased_buffer_reuse_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aot_inductor_consts_cpp_build_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_debug_printer_cpp_kernel_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_runtime_asserts_backed_symint_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_aoti_user_defined_triton_kernel_profiling_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_assert_async_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_assert_tensor_meta_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_autotune_with_constant_folding_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_autotuning_args_reuse_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_bmm_multiple_dynamic_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_boolean_indexing_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_buffer_mutation_4_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_buffer_mutation_and_force_mmap_weights_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_mismatched_branch_output_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_non_tensor_predicates_dynamic_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_simple_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_unbacked_symint_closure_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_with_multiple_outputs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_with_outer_code_before_after_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_cond_with_parameters_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_constant_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_constant_folding_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_constant_original_fqn_and_dtype_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_constant_type_propagation_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_conv_freezing_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_copy_non_blocking_is_pinned_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_dup_unbacked_sym_decl_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_dup_unbacked_sym_decl_with_refinement_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_duplicate_constant_folding_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_dynamic_cat_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_embedding_bag_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_empty_graph_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_extract_constants_map_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_fallback_kernel_with_symexpr_output_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_fft_c2c_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_fp8_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_fp8_view_of_param_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_freezing_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_fx_gm_return_tuple_validation_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_index_put_with_none_index_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_inf_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_input_codegen_with_sympy_expr_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_int_list_input_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_issue_140766_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_large_weight_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_linear_freezing_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_load_package_multiple_gpus_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_masked_select_dynamic_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_misaligned_input_1_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_misaligned_input_2_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_misc_1_max_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_misc_1_max_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_multiple_output_alias_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_narrow_fallback_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_no_args_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_non_contiguous_output_alias_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_non_tensor_input_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_pad_fallback_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_pad_non_zero_memory_leak_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_proxy_executor_abs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_proxy_executor_hann_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_proxy_executor_squeeze_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_pytree_inputs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_quantized_linear_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_repeat_interleave_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_repeat_output_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_repeated_calling_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_return_constant_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_reuse_kernel_dynamic_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_rocm_triton_autotuning_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_run_with_grad_enabled_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_runtime_checks_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_runtime_checks_device_type_failed_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_scaled_dot_product_efficient_attention_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_shifted_constraint_ranges_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_embed_kernel_binary_False_max_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_multi_arch_embed_kernel_binary_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_simple_split_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_size_with_unbacked_add_and_mul_expr_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_size_with_unbacked_add_expr_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_small_constant_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_so_without_weight_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_stft_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_sym_expr_indexing_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_symbool_item_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_symfloat_item_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_sympy_cpp_printer_min_max_minmax1_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_torchvision_transforms_functional_tensor_resize_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_dynamic_launcher_grid_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_dynamic_launcher_grid_infer_from_tensor_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_dynamic_shape_with_div_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_equal_to_1_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_1_dynamic_False_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_1_dynamic_False_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_2_dynamic_False_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_2_dynamic_False_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_1_dynamic_False_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_2_dynamic_False_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_2_num_dims_2_dynamic_True_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_1_dynamic_True_autotune_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_grid_type_3_num_dims_2_dynamic_False_autotune_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_multi_output_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_on_device_tma_dynamic_False_tma_version_new_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_on_device_tma_dynamic_True_tma_version_old_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_reinterpret_view_mem_leak_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_sympy_fn_like_arg_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_tma_descriptor_1d_dynamic_True_tma_version_old_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_unbacked_symint_in_grid_dynamic_True_autotuning_True_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_weird_param_order_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_kernel_with_none_input_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_triton_next_power_of_2_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_unbacked_equals_input_size_runtime_assertion_mark_unbacked_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_update_constant_buffer_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_update_constant_buffer_simple_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_update_user_managed_buffer_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_upper_bound_i64_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_view_outputs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_nested_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_simple_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_conv_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_mixed_device_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_outer_code_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_parameters_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_while_loop_with_unbacked_symint_closure_dynamic_False_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_with_cudagraphs_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_with_no_triton_profiler_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_with_offset_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_with_profiler_cpu_with_stack_allocation, test/inductor/test_aot_inductor_arrayref.py::AOTInductorTestABICompatibleCpuWithStackAllocation::test_zero_grid_with_backed_symbols_cpu_with_stack_allocation 2025-10-10T01:38:35.8669265Z 2025-10-10T01:38:35.8669442Z Running dynamo/test_logging 1/1 ... [2025-10-10 01:38:35.852433] 2025-10-10T01:38:35.8669768Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:38:35.8670541Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_logging.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:38:35.852789] 2025-10-10T01:39:08.1917194Z 2025-10-10T01:39:08.1918072Z dynamo/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_logging_1.1_8a73e9c319c49101_.log 2025-10-10T01:39:08.1929777Z Running 51 items in this shard: test/dynamo/test_logging.py::LoggingTests::test_all, test/dynamo/test_logging.py::LoggingTests::test_aot, test/dynamo/test_logging.py::LoggingTests::test_aot_graphs, test/dynamo/test_logging.py::LoggingTests::test_aot_joint_graph, test/dynamo/test_logging.py::LoggingTests::test_autotuning, test/dynamo/test_logging.py::LoggingTests::test_bytecode, test/dynamo/test_logging.py::LoggingTests::test_cudagraph_static_inputs, test/dynamo/test_logging.py::LoggingTests::test_cudagraphs, test/dynamo/test_logging.py::LoggingTests::test_custom_format, test/dynamo/test_logging.py::LoggingTests::test_custom_format_exc, test/dynamo/test_logging.py::LoggingTests::test_ddp_graphs, test/dynamo/test_logging.py::LoggingTests::test_default_logging, test/dynamo/test_logging.py::LoggingTests::test_distributed_rank_logging, test/dynamo/test_logging.py::LoggingTests::test_dump_compile_times, test/dynamo/test_logging.py::LoggingTests::test_dynamo_debug, test/dynamo/test_logging.py::LoggingTests::test_dynamo_debug_default_off_artifacts, test/dynamo/test_logging.py::LoggingTests::test_dynamo_error, test/dynamo/test_logging.py::LoggingTests::test_dynamo_info, test/dynamo/test_logging.py::LoggingTests::test_fusion, test/dynamo/test_logging.py::LoggingTests::test_graph_breaks, test/dynamo/test_logging.py::LoggingTests::test_graph_region_expansion, test/dynamo/test_logging.py::LoggingTests::test_guards_polyfill_sloc, test/dynamo/test_logging.py::LoggingTests::test_guards_recompiles, test/dynamo/test_logging.py::LoggingTests::test_guards_sloc, test/dynamo/test_logging.py::LoggingTests::test_guards_sloc_vr, test/dynamo/test_logging.py::LoggingTests::test_hierarchical_compile, test/dynamo/test_logging.py::LoggingTests::test_inductor_debug, test/dynamo/test_logging.py::LoggingTests::test_inductor_error, test/dynamo/test_logging.py::LoggingTests::test_inductor_info, test/dynamo/test_logging.py::LoggingTests::test_invalid_artifact_flag, test/dynamo/test_logging.py::LoggingTests::test_invalid_artifact_flag_error_msg, test/dynamo/test_logging.py::LoggingTests::test_kernel_code, test/dynamo/test_logging.py::LoggingTests::test_log_traced_frames, test/dynamo/test_logging.py::LoggingTests::test_logs_out, test/dynamo/test_logging.py::LoggingTests::test_multiline_format, test/dynamo/test_logging.py::LoggingTests::test_open_registration, test/dynamo/test_logging.py::LoggingTests::test_open_registration_python_api, test/dynamo/test_logging.py::LoggingTests::test_open_registration_with_registered_parent, test/dynamo/test_logging.py::LoggingTests::test_optimizer_non_static_param, test/dynamo/test_logging.py::LoggingTests::test_output_code, test/dynamo/test_logging.py::LoggingTests::test_recompiles, test/dynamo/test_logging.py::LoggingTests::test_schedule, test/dynamo/test_logging.py::LoggingTests::test_trace_call, test/dynamo/test_logging.py::LoggingTests::test_trace_call_graph_break, test/dynamo/test_logging.py::LoggingTests::test_trace_call_inline_call, test/dynamo/test_logging.py::LoggingTests::test_trace_call_prefix, test/dynamo/test_logging.py::LoggingTests::test_trace_source_cond, test/dynamo/test_logging.py::LoggingTests::test_trace_source_funcname, test/dynamo/test_logging.py::LoggingTests::test_trace_source_if_stmt, test/dynamo/test_logging.py::LoggingTests::test_trace_source_nested, test/dynamo/test_logging.py::LoggingTests::test_trace_source_simple 2025-10-10T01:39:08.1939420Z 2025-10-10T01:39:08.1939595Z Running inductor/test_flex_decoding 1/4 ... [2025-10-10 01:39:08.191542] 2025-10-10T01:39:08.1939933Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:39:08.1940737Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_flex_decoding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:39:08.192202] 2025-10-10T01:40:46.4730881Z 2025-10-10T01:40:46.4732593Z inductor/test_mkldnn_pattern_matcher 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_2.2_8f9b3eba44d28174_.log 2025-10-10T01:40:46.4815725Z Running 137 items in this shard: test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_add_scalar, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_binary_inplace_fusion_failed_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_binary_inplace_fusion_pass_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_dynamic_qlinear_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_add_bias, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_binary, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_dynamic_fp16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_fp32, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_input_non_contiguous_3D_wo_bias, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_multi_linear_share_same_input, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_add, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_add_relu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_hardswish, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_hardtanh, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_silu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv1d_relu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_broadcast_shapes_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_dequant_promotion_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardswish_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardswish_int8_mixed_bf16_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardswish_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardtanh_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_int8_mixed_bf16_use_autocast, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_silu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_silu_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_silu_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_False_is_qat_True_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_True_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_True_is_qat_False_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_False_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_True_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_xpu_use_relu_False_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_cpu_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_dynamic_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_fp8_inductor_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_gelu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_gelu_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_gelu_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2_and_not_contiguous, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2_and_not_contiguous_use_autocast, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2_and_not_contiguous_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_mul, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_int8_mixed_bf16_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_int8_mixed_bf16_input_dim_exceeds_2_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_113440_issue_1, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_113440_issue_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_99842_issue, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_float32_per_channel_quant_False_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_float32_per_channel_quant_False_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_bfloat16_per_channel_quant_True_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_bfloat16_per_channel_quant_True_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_float32_per_channel_quant_True_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_woq_int4_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_woq_int8, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_linear_unary_dynamic_shapes, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_qat_bn_conv2d 2025-10-10T01:40:46.4893452Z 2025-10-10T01:40:46.4893653Z Running inductor/test_ordered_set 1/1 ... [2025-10-10 01:40:46.473401] 2025-10-10T01:40:46.4894046Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:40:46.4895104Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_ordered_set.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:40:46.473939] 2025-10-10T01:40:50.9989512Z 2025-10-10T01:40:50.9991070Z inductor/test_ordered_set 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ordered_set_1.1_d47ba491f455d9fa_.log 2025-10-10T01:40:51.0129146Z Running 401 items in this shard: test/inductor/test_ordered_set.py::TestJointOps::test_and, test/inductor/test_ordered_set.py::TestJointOps::test_badcmp, test/inductor/test_ordered_set.py::TestJointOps::test_container_iterator, test/inductor/test_ordered_set.py::TestJointOps::test_contains, test/inductor/test_ordered_set.py::TestJointOps::test_cyclical_repr, test/inductor/test_ordered_set.py::TestJointOps::test_deepcopy, test/inductor/test_ordered_set.py::TestJointOps::test_difference, test/inductor/test_ordered_set.py::TestJointOps::test_do_not_rehash_dict_keys, test/inductor/test_ordered_set.py::TestJointOps::test_equality, test/inductor/test_ordered_set.py::TestJointOps::test_free_after_iterating, test/inductor/test_ordered_set.py::TestJointOps::test_gc, test/inductor/test_ordered_set.py::TestJointOps::test_intersection, test/inductor/test_ordered_set.py::TestJointOps::test_isdisjoint, test/inductor/test_ordered_set.py::TestJointOps::test_iterator_pickling, test/inductor/test_ordered_set.py::TestJointOps::test_len, test/inductor/test_ordered_set.py::TestJointOps::test_new_or_init, test/inductor/test_ordered_set.py::TestJointOps::test_or, test/inductor/test_ordered_set.py::TestJointOps::test_pickling, test/inductor/test_ordered_set.py::TestJointOps::test_setOfFrozensets, test/inductor/test_ordered_set.py::TestJointOps::test_sub, test/inductor/test_ordered_set.py::TestJointOps::test_sub_and_super, test/inductor/test_ordered_set.py::TestJointOps::test_subclass_with_custom_hash, test/inductor/test_ordered_set.py::TestJointOps::test_symmetric_difference, test/inductor/test_ordered_set.py::TestJointOps::test_union, test/inductor/test_ordered_set.py::TestJointOps::test_uniquification, test/inductor/test_ordered_set.py::TestJointOps::test_xor, test/inductor/test_ordered_set.py::TestSet::test_add, test/inductor/test_ordered_set.py::TestSet::test_and, test/inductor/test_ordered_set.py::TestSet::test_badcmp, test/inductor/test_ordered_set.py::TestSet::test_clear, test/inductor/test_ordered_set.py::TestSet::test_constructor_identity, test/inductor/test_ordered_set.py::TestSet::test_container_iterator, test/inductor/test_ordered_set.py::TestSet::test_contains, test/inductor/test_ordered_set.py::TestSet::test_copy, test/inductor/test_ordered_set.py::TestSet::test_cyclical_repr, test/inductor/test_ordered_set.py::TestSet::test_deepcopy, test/inductor/test_ordered_set.py::TestSet::test_difference, test/inductor/test_ordered_set.py::TestSet::test_difference_update, test/inductor/test_ordered_set.py::TestSet::test_discard, test/inductor/test_ordered_set.py::TestSet::test_do_not_rehash_dict_keys, test/inductor/test_ordered_set.py::TestSet::test_equality, test/inductor/test_ordered_set.py::TestSet::test_free_after_iterating, test/inductor/test_ordered_set.py::TestSet::test_gc, test/inductor/test_ordered_set.py::TestSet::test_hash, test/inductor/test_ordered_set.py::TestSet::test_iand, test/inductor/test_ordered_set.py::TestSet::test_init, test/inductor/test_ordered_set.py::TestSet::test_inplace_on_self, test/inductor/test_ordered_set.py::TestSet::test_intersection, test/inductor/test_ordered_set.py::TestSet::test_intersection_update, test/inductor/test_ordered_set.py::TestSet::test_ior, test/inductor/test_ordered_set.py::TestSet::test_isdisjoint, test/inductor/test_ordered_set.py::TestSet::test_isub, test/inductor/test_ordered_set.py::TestSet::test_iterator_pickling, test/inductor/test_ordered_set.py::TestSet::test_ixor, test/inductor/test_ordered_set.py::TestSet::test_len, test/inductor/test_ordered_set.py::TestSet::test_new_or_init, test/inductor/test_ordered_set.py::TestSet::test_or, test/inductor/test_ordered_set.py::TestSet::test_pickling, test/inductor/test_ordered_set.py::TestSet::test_pop, test/inductor/test_ordered_set.py::TestSet::test_remove, test/inductor/test_ordered_set.py::TestSet::test_remove_keyerror_set, test/inductor/test_ordered_set.py::TestSet::test_remove_keyerror_unpacking, test/inductor/test_ordered_set.py::TestSet::test_rich_compare, test/inductor/test_ordered_set.py::TestSet::test_setOfFrozensets, test/inductor/test_ordered_set.py::TestSet::test_set_literal, test/inductor/test_ordered_set.py::TestSet::test_set_literal_evaluation_order, test/inductor/test_ordered_set.py::TestSet::test_set_literal_insertion_order, test/inductor/test_ordered_set.py::TestSet::test_sub, test/inductor/test_ordered_set.py::TestSet::test_sub_and_super, test/inductor/test_ordered_set.py::TestSet::test_subclass_with_custom_hash, test/inductor/test_ordered_set.py::TestSet::test_symmetric_difference, test/inductor/test_ordered_set.py::TestSet::test_symmetric_difference_update, test/inductor/test_ordered_set.py::TestSet::test_union, test/inductor/test_ordered_set.py::TestSet::test_uniquification, test/inductor/test_ordered_set.py::TestSet::test_update, test/inductor/test_ordered_set.py::TestSet::test_weakref, test/inductor/test_ordered_set.py::TestSet::test_xor, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_length, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_in, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_length, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_not_in, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_in, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_length, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_not_in, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_length, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsString::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsString::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsString::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsString::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsString::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsString::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsString::test_length, test/inductor/test_ordered_set.py::TestBasicOpsString::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsString::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsString::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_length, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_length, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_union_empty, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_changingSizeWhileIterating, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_instanceWithException, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_instancesWithoutException, test/inductor/test_ordered_set.py::TestSetOfSets::test_constructor, test/inductor/test_ordered_set.py::TestBinaryOps::test_eq, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_superset, test/inductor/test_ordered_set.py::TestMutate::test_add_absent, test/inductor/test_ordered_set.py::TestMutate::test_add_present, test/inductor/test_ordered_set.py::TestMutate::test_add_until_full, test/inductor/test_ordered_set.py::TestMutate::test_clear, test/inductor/test_ordered_set.py::TestMutate::test_discard_absent, test/inductor/test_ordered_set.py::TestMutate::test_discard_present, test/inductor/test_ordered_set.py::TestMutate::test_pop, test/inductor/test_ordered_set.py::TestMutate::test_remove_absent, test/inductor/test_ordered_set.py::TestMutate::test_remove_present, test/inductor/test_ordered_set.py::TestMutate::test_remove_until_empty, test/inductor/test_ordered_set.py::TestMutate::test_update_empty_tuple, test/inductor/test_ordered_set.py::TestMutate::test_update_unit_tuple_non_overlap, test/inductor/test_ordered_set.py::TestMutate::test_update_unit_tuple_overlap, test/inductor/test_ordered_set.py::TestSubsets::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEqualEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEqualNonEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEmptyNonEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetPartial::test_issubset, test/inductor/test_ordered_set.py::TestSubsetNonOverlap::test_issubset, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_union, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_union, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_union, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_union, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsString::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_union, test/inductor/test_ordered_set.py::TestOnlySetsString::test_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_union, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_update_operator, test/inductor/test_ordered_set.py::TestCopyingEmpty::test_copy, test/inductor/test_ordered_set.py::TestCopyingEmpty::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingSingleton::test_copy, test/inductor/test_ordered_set.py::TestCopyingSingleton::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingTriple::test_copy, test/inductor/test_ordered_set.py::TestCopyingTriple::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingTuple::test_copy, test/inductor/test_ordered_set.py::TestCopyingTuple::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingNested::test_copy, test/inductor/test_ordered_set.py::TestCopyingNested::test_deep_copy, test/inductor/test_ordered_set.py::TestIdentities::test_binopsVsSubsets, test/inductor/test_ordered_set.py::TestIdentities::test_commutativity, test/inductor/test_ordered_set.py::TestIdentities::test_exclusion, test/inductor/test_ordered_set.py::TestIdentities::test_summations, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_constructor, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_inline_methods, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_inplace_methods, test/inductor/test_ordered_set.py::TestWeirdBugs::test_8420_set_merge, test/inductor/test_ordered_set.py::TestWeirdBugs::test_iter_and_mutate, test/inductor/test_ordered_set.py::TestWeirdBugs::test_merge_and_mutate, test/inductor/test_ordered_set.py::TestGraphs::test_cube, test/inductor/test_ordered_set.py::TestGraphs::test_cuboctahedron 2025-10-10T01:40:51.0269943Z 2025-10-10T01:40:51.0270271Z Running dynamo/test_autograd_function 1/1 ... [2025-10-10 01:40:50.999630] 2025-10-10T01:40:51.0270889Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:40:51.0272431Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_autograd_function.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:40:51.000157] 2025-10-10T01:41:07.8512793Z 2025-10-10T01:41:07.8514305Z dynamo/test_autograd_function 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_autograd_function_1.1_a67441612f60c19f_.log 2025-10-10T01:41:07.8540814Z Running 40 items in this shard: test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_allow_in_graph, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_amp_custom_fwd_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_assert_is_contiguous_after_matmul, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_assert_is_contiguous_on_grad_output_directly, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_autograd_function_equivalence, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_autograd_function_has_graph_break, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_backward_returns_none_for_tensor_input, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_classmethod, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_data_in_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_default_values, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_enum_arg, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_forward_returns_constant, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_function_context_mark_and_save, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_function_context_save_and_mark, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_function_with_bound_free_variable, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_fwd_no_grad, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_fwd_propogation_correctness, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_linear_setup_context, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_mark_multi_output_non_differentiable, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_mark_non_differentiable, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_materialize_grad, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_multi_output, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_multiple_different_non_tensor_inputs, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_needs_input_grad, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_once_differentiable, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_print_in_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_repeated_save_for_backward_calls, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_requires_grad_in_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_save_for_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_set_materialize_grads_no_graph_break, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_smoke_from_test_autograd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_smuggle_symint_issue_111031, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_smuggle_tensor_and_complex_structures, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_stride_in_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_tensor_list_as_input, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_tensor_subclass_intermediary_input, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_triton_kernel_basic, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_triton_kernel_multiple_out, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_tuple_arg, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_user_defined_object_as_input 2025-10-10T01:41:07.8567961Z 2025-10-10T01:41:07.8568367Z Running inductor/test_inplacing_pass 1/1 ... [2025-10-10 01:41:07.851146] 2025-10-10T01:41:07.8569151Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:41:07.8571061Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inplacing_pass.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:41:07.851807] 2025-10-10T01:41:25.2547084Z 2025-10-10T01:41:25.2549010Z inductor/test_inplacing_pass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inplacing_pass_1.1_b045d09485a93ee9_.log 2025-10-10T01:41:25.2567357Z Running 22 items in this shard: test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_counters_functionalize_old, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_counters_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_dont_modify_input, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_dont_modify_live, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_dont_modify_view_of_live, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_generalized_scatter, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_lists_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_lists_old_functionalize, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_multi_output_intermediate, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_multiple_intermediate, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_multiple_mutations, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_partitioner_recomputes_factory_empty_like_sin_op, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_partitioner_recomputes_factory_empty_like_sin_triton, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_partitioner_recomputes_factory_ones_like_sin_op, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_partitioner_recomputes_factory_ones_like_sin_triton, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_should_modify_inner, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_should_modify_input, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_view_inplaced2_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_view_inplaced_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_views_not_inplaced2_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_views_not_inplaced3_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_views_not_inplaced_functionalize_v2 2025-10-10T01:41:25.2576473Z 2025-10-10T01:41:25.2576695Z Running inductor/test_benchmarking 1/1 ... [2025-10-10 01:41:25.254509] 2025-10-10T01:41:25.2577102Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:41:25.2578080Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_benchmarking.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:41:25.255125] 2025-10-10T01:41:31.9849758Z 2025-10-10T01:41:31.9850552Z inductor/test_benchmarking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_benchmarking_1.1_a292bd3a67fc9e90_.log 2025-10-10T01:41:31.9855631Z Running 12 items in this shard: test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_cpu_smoke_benchmarker_cls0, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_cpu_smoke_benchmarker_cls1, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_gpu_smoke_benchmarker_cls0, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_gpu_smoke_benchmarker_cls1, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_safely_infers_device_many_devices_benchmarker_cls0, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_safely_infers_device_many_devices_benchmarker_cls1, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_safely_infers_device_no_devices_benchmarker_cls0, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_safely_infers_device_no_devices_benchmarker_cls1, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_smoke_benchmarker_cls0_device_cpu, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_smoke_benchmarker_cls0_device_cuda, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_smoke_benchmarker_cls1_device_cpu, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_smoke_benchmarker_cls1_device_cuda 2025-10-10T01:41:31.9860273Z 2025-10-10T01:41:31.9860498Z Running dynamo/test_guard_serialization 1/1 ... [2025-10-10 01:41:31.985031] 2025-10-10T01:41:31.9860912Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:41:31.9861889Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_guard_serialization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:41:31.985388] 2025-10-10T01:41:47.3854595Z 2025-10-10T01:41:47.3856116Z dynamo/test_guard_serialization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_serialization_1.1_60d07479af36d3f2_.log 2025-10-10T01:41:47.3870206Z Running 54 items in this shard: test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_bool_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_bound_method_input, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_bound_method_patched_forward, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_bound_methods_empty, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_bound_methods_missing, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_builtin_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_c10d_work, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_closure_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_closure_var_missing, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_constant_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_ddp_module, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_default_device, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_deterministic_algorithms, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dict_contains, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dict_keys_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dict_keys_serialization, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dict_version, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dispatch_key_set_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dual_level, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_duplicate_input, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_empty_nn_module_hooks_dict, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_equals_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_fsdp_training_state, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_function_locals, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_function_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_function_with_wrong_fqn, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_functorch_stack_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_grad_mode, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_grad_mode_loading, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_guard_on_key_order_with_cache, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_hasattr_serialization, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_id_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_id_match_with_config, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_mapping_keys_check, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_name_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_nn_module, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_none_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_not_present_in_generic_dict, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_range_iterator_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_sequence_length, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_shape_env, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_skipped_objects, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_tensor_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_tensor_subclass_metadata_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_torch_function_state, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_tuple_iterator_len, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_type_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_unserializable_sharded_tensor, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_unserializable_submodule, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_unused_process_group, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_unused_stream, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_unused_weakref, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_weakref_alive, test/dynamo/test_guard_serialization.py::TestGuardSerializationFSDP::test_guard_serialization_fsdp_module 2025-10-10T01:41:47.3884089Z 2025-10-10T01:41:47.3884254Z Running dynamo/test_recompile_ux 1/1 ... [2025-10-10 01:41:47.385230] 2025-10-10T01:41:47.3884568Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:41:47.3885364Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompile_ux.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:41:47.385600] 2025-10-10T01:41:54.3155351Z 2025-10-10T01:41:54.3156986Z dynamo/test_recompile_ux 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompile_ux_1.1_347e45e1b0660d94_.log 2025-10-10T01:41:54.3163646Z Running 10 items in this shard: test/dynamo/test_recompile_ux.py::RecompileUxTests::test_drop_cache_on_skip, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_dynamic_input, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_fail_on_recompile_limit_hit, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_loop_torture, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_mismatched_type, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_multiple_guard_fails, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_multiple_guard_fails_report_all, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_nvfuser_guards, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_recompile_child_run_only, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_verbose_tensor_check 2025-10-10T01:41:54.3170078Z 2025-10-10T01:41:54.3170528Z Running inductor/test_group_batch_fusion 1/1 ... [2025-10-10 01:41:54.315279] 2025-10-10T01:41:54.3171361Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:41:54.3173300Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_group_batch_fusion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:41:54.315876] 2025-10-10T01:42:51.2967680Z 2025-10-10T01:42:51.2968316Z inductor/test_group_batch_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_group_batch_fusion_1.1_2b34bff38f6d9d97_.log 2025-10-10T01:42:51.2973391Z Running 13 items in this shard: test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_batch_dropout_pre_grad_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_batch_layer_norm_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_batch_linear_lhs_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_batch_linear_pre_grad_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_gate_fusion_post_grad, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_group_linear_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_group_linear_fusion_different_shapes, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_math_op_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_pointwise_op_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_pointwise_op_fusion_post_grad, test/inductor/test_group_batch_fusion.py::TestPostGradBatchLinearFusion::test_batch_linear_post_grad_fusion, test/inductor/test_group_batch_fusion.py::TestFindIndependentSubsetGreedy::test_find_independent_subset_greedy, test/inductor/test_group_batch_fusion.py::TestFindIndependentSubsetGreedy::test_find_independent_subset_greedy_fuse 2025-10-10T01:42:51.2977748Z 2025-10-10T01:42:51.2977903Z Running dynamo/test_unspec 1/1 ... [2025-10-10 01:42:51.296748] 2025-10-10T01:42:51.2978211Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:42:51.2979023Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_unspec.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:42:51.297062] 2025-10-10T01:43:38.9621803Z 2025-10-10T01:43:38.9623300Z dynamo/test_unspec 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unspec_1.1_d64b36aa1ea17e04_.log 2025-10-10T01:43:38.9641173Z Running 51 items in this shard: test/dynamo/test_unspec.py::UnspecTests::test_argmin_coerces_symint_to_intlist_spec, test/dynamo/test_unspec.py::UnspecTests::test_bool_tensor_ctor, test/dynamo/test_unspec.py::UnspecTests::test_builtin_getitem, test/dynamo/test_unspec.py::UnspecTests::test_builtin_max_min, test/dynamo/test_unspec.py::UnspecTests::test_compiled_random_calls_are_random, test/dynamo/test_unspec.py::UnspecTests::test_conv1d_symint_padding, test/dynamo/test_unspec.py::UnspecTests::test_data_dependent_evaluate_expr_graph_break, test/dynamo/test_unspec.py::UnspecTests::test_defaults, test/dynamo/test_unspec.py::UnspecTests::test_exponential, test/dynamo/test_unspec.py::UnspecTests::test_feed_random_values_into_graph_only, test/dynamo/test_unspec.py::UnspecTests::test_isinstance_symint, test/dynamo/test_unspec.py::UnspecTests::test_item_max, test/dynamo/test_unspec.py::UnspecTests::test_mark_01_dynamic, test/dynamo/test_unspec.py::UnspecTests::test_mark_static_inside, test/dynamo/test_unspec.py::UnspecTests::test_mark_unbacked, test/dynamo/test_unspec.py::UnspecTests::test_mark_unbacked_channels_last, test/dynamo/test_unspec.py::UnspecTests::test_mark_unbacked_hint_consistency, test/dynamo/test_unspec.py::UnspecTests::test_multiple_consecutive_random_calls_before_graph, test/dynamo/test_unspec.py::UnspecTests::test_no_recompilations, test/dynamo/test_unspec.py::UnspecTests::test_no_recompilations_with_efficient_attention, test/dynamo/test_unspec.py::UnspecTests::test_no_recompiles, test/dynamo/test_unspec.py::UnspecTests::test_no_recompiles_prod_backward, test/dynamo/test_unspec.py::UnspecTests::test_numpy_correctness, test/dynamo/test_unspec.py::UnspecTests::test_propagate_dynamic_dim, test/dynamo/test_unspec.py::UnspecTests::test_prune_torch_check, test/dynamo/test_unspec.py::UnspecTests::test_random_call_with_while_loop, test/dynamo/test_unspec.py::UnspecTests::test_random_object, test/dynamo/test_unspec.py::UnspecTests::test_random_object_methods, test/dynamo/test_unspec.py::UnspecTests::test_random_object_overridden_methods, test/dynamo/test_unspec.py::UnspecTests::test_random_values_with_graph_break, test/dynamo/test_unspec.py::UnspecTests::test_rshift_dynamic, test/dynamo/test_unspec.py::UnspecTests::test_shape_graph_break, test/dynamo/test_unspec.py::UnspecTests::test_specializing_numpy_float_in_control_flow, test/dynamo/test_unspec.py::UnspecTests::test_split_aot_autograd, test/dynamo/test_unspec.py::UnspecTests::test_sum_dimlist_spec, test/dynamo/test_unspec.py::UnspecTests::test_sym_int_conversion, test/dynamo/test_unspec.py::UnspecTests::test_symbol_guard_limit_before_specialize, test/dynamo/test_unspec.py::UnspecTests::test_symfloat_no_replacement, test/dynamo/test_unspec.py::UnspecTests::test_symfloat_to_tensor, test/dynamo/test_unspec.py::UnspecTests::test_tensorfiy_python_scalars_1, test/dynamo/test_unspec.py::UnspecTests::test_tensorfiy_python_scalars_2, test/dynamo/test_unspec.py::UnspecTests::test_tensorfiy_python_scalars_3, test/dynamo/test_unspec.py::UnspecTests::test_to_tensor, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_input, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_input_f64, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_output, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_precision, test/dynamo/test_unspec.py::UnspecTests::test_unspec_roundtrip_float_input, test/dynamo/test_unspec.py::UnspecTests::test_unspecialized_float_multiply_precision, test/dynamo/test_unspec.py::UnspecTests::test_use_and_specialize, test/dynamo/test_unspec.py::UnspecTestsDeviceCUDA::test_builtin_functions_on_device_cuda 2025-10-10T01:43:38.9657492Z 2025-10-10T01:43:38.9657746Z Running dynamo/test_modes 1/1 ... [2025-10-10 01:43:38.961554] 2025-10-10T01:43:38.9658285Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:43:38.9658891Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-10-10T01:43:38.9660469Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_modes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:43:38.961902] 2025-10-10T01:43:38.9661835Z Uploading artifacts took 0.00 seconds 2025-10-10T01:43:57.7668300Z 2025-10-10T01:43:57.7669376Z dynamo/test_modes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_modes_1.1_106b1d42e46b1859_.log 2025-10-10T01:43:57.7683541Z Running 28 items in this shard: test/dynamo/test_modes.py::TorchDispatchModeTests::test_skip_torch_dispatch_modes, test/dynamo/test_modes.py::TorchDispatchModeTests::test_torch_dispatch_ignore_compile_internals, test/dynamo/test_modes.py::TorchFunctionModeTests::test_builtin_equivalent_funcs, test/dynamo/test_modes.py::TorchFunctionModeTests::test_error_empty_stack_pop_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_expand, test/dynamo/test_modes.py::TorchFunctionModeTests::test_flex_attention, test/dynamo/test_modes.py::TorchFunctionModeTests::test_hop, test/dynamo/test_modes.py::TorchFunctionModeTests::test_hop_eager, test/dynamo/test_modes.py::TorchFunctionModeTests::test_intermedate_torch_function_mode_construction_mutation, test/dynamo/test_modes.py::TorchFunctionModeTests::test_is_torch_function_all_disabled, test/dynamo/test_modes.py::TorchFunctionModeTests::test_len_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_nested_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_pop_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_push_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_register_hook, test/dynamo/test_modes.py::TorchFunctionModeTests::test_stack_state_clear_default_device, test/dynamo/test_modes.py::TorchFunctionModeTests::test_stack_state_mutation_default_device, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_and_pop_graph_break, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_and_pop_graph_break_mutation, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_disable, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_enabled_guard, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_enter_exit, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_graph_break, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_guards_cpp, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_guards_py, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_highest_priority, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_preserves_cuda_rng_state, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_restore_on_exc 2025-10-10T01:43:57.7696482Z 2025-10-10T01:43:57.7696960Z Running inductor/test_control_flow 1/7 ... [2025-10-10 01:43:57.766647] 2025-10-10T01:43:57.7697739Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:43:57.7699613Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_control_flow.py', '-m', 'not serial', '--shard-id=1', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:43:57.766966] 2025-10-10T01:45:37.3136921Z 2025-10-10T01:45:37.3141849Z inductor/test_flex_decoding 1/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_decoding_1.4_aae72b4c2c5555a1_.log 2025-10-10T01:45:37.3229122Z Running 129 items in this shard: test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod0_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod3_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod3_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod6_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod8_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE_64_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod5_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod5_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod7_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod7_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod1_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod2_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod2_BLOCK_SIZE_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod2_BLOCK_SIZE_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod4_BLOCK_SIZE_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod5_BLOCK_SIZE_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod6_BLOCK_SIZE_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod7_BLOCK_SIZE_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod8_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod3_BLOCK_SIZE3_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod4_BLOCK_SIZE_128_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod7_BLOCK_SIZE2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod7_BLOCK_SIZE_64_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod8_BLOCK_SIZE_64_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod0_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod0_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod2_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod5_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod7_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod8_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod0_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod1_head_dims2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod2_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod3_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod7_head_dims2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod8_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_all_dims_bfloat16_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_all_dims_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_all_dims_float32_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_bfloat16_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_float32_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_fully_masked_out_rows_0_check_gqa_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_function_composition_float32_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod0_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod2_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod4_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod4_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod7_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod7_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_load_from_bias_seq_only_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_correctness_float16_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_correctness_float16_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_correctness_float32_score_mod1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_multiple_score_mod_calls_paged_attention2_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_divisible_multi_token_offset_mask_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_divisible_offset_mask_with_captured_buffer_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod0_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod1_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod2_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod2_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod4_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod5_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod5_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod5_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod5_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod7_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod8_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod8_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_not_pw_of_two_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_padded_dense_causal_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod0_head_dims0_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod0_head_dims1_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod0_head_dims1_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod1_head_dims2_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod2_head_dims0_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod2_head_dims2_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod3_head_dims0_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod3_head_dims1_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod4_head_dims0_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod4_head_dims0_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod4_head_dims2_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod4_head_dims2_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod5_head_dims0_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod5_head_dims1_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod5_head_dims2_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod6_head_dims0_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod7_head_dims1_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod7_head_dims1_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod8_head_dims0_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod8_head_dims1_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod8_head_dims1_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod8_head_dims2_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_recompile_changed_score_mod_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_skip_odd_keys_bfloat16_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s0_v_s0_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s0_v_s3_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s0_v_s3_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s1_v_s1_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s1_v_s2_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s1_v_s2_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s2_v_s1_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s2_v_s3_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s2_v_s3_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s3_v_s1_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s3_v_s3_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_subgraph_respect_decompostion_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_windowed_partial_block_vs_sdpa_paged_attention_cuda 2025-10-10T01:45:37.3335423Z 2025-10-10T01:45:37.3335818Z Running inductor/test_control_flow 4/7 ... [2025-10-10 01:45:37.313187] 2025-10-10T01:45:37.3336591Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:45:37.3338479Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_control_flow.py', '-m', 'not serial', '--shard-id=4', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:45:37.313550] 2025-10-10T01:52:20.8673621Z 2025-10-10T01:52:20.8674496Z inductor/test_control_flow 1/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_control_flow_1.7_e9ec13fe0b8498bf_.log 2025-10-10T01:52:20.8759722Z Running 109 items in this shard: test/inductor/test_control_flow.py::CondTests::test_cond_mismatched_branch_output_size_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_multiple_outputs_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_simple_control_flow_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_simple_with_int_closure_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_closure_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_unbacked_symint_inner_to_outer_device_cpu, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_simple_control_flow_device_cpu_dynamic_True_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_simple_control_flow_device_cpu_dynamic_True_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_stack_output_simple_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_conv_device_cuda_dynamic_True_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_device_cuda_dynamic_True_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_code_device_cuda_dynamic_True_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cpu_dynamic_False_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cpu_dynamic_False_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cuda_dynamic_False_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cuda_dynamic_True_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cuda_dynamic_True_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_pytree_inputs_device_cpu_dynamic_True_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_pytree_inputs_device_cuda_dynamic_True_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_unbacked_symint_closure_device_cuda_dynamic_True_autograd_False, test/inductor/test_control_flow.py::AssociativeScanTests::test_associative_scan_CUDA_flip_combine_mode_generic_backend_inductor_device_cuda, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_False_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_0_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_0_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_3_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_True_dim_3_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_0_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_3_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_3_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_True_dim_3_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_False_dim_1_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_False_dim_3_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_0_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_False_dim_0_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_True_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_True_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_True_dim_3_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_False_dim_3_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_True_dim_3_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_False_dim_0_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_False_dim_3_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_True_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_False_dim_0_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_0_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_0_pred_False_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_1_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_1_pred_False_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_1_pred_True_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_1_pred_True_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_3_pred_True_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_0_pred_True_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_0_pred_True_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_1_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_3_pred_False_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_3_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_3_pred_True_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_1_pred_True_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_0_pred_True_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_0_pred_True_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_0_pred_False_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_0_pred_True_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_0_pred_True_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_1_pred_True_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_1_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_3_pred_False_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_0_pred_False_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_0_pred_True_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_0_pred_True_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_1_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_3_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_True_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_True_dim_3_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_True_dim_0_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_True_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_True_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_True_dim_3_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_True_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_True_reverse_False_dim_0_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_True_reverse_False_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_True_reverse_True_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_True_reverse_True_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_False_reverse_False_dim_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_False_reverse_False_dim_2_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_False_reverse_True_dim_2_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_False_dim_0_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_False_dim_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_False_dim_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_True_dim_0_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_True_dim_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_False_reverse_True_dim_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_False_dim_2_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_True_dim_0_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_True_dim_0_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_with_clamp_device_cpu_dynamic_False_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_with_clamp_device_cpu_dynamic_True_autograd_True, test/inductor/test_control_flow.py::MapTests::test_map_simple_linear_with_view_device_cpu_dynamic_False_autograd_False 2025-10-10T01:52:20.8837218Z 2025-10-10T01:52:20.8841647Z Running export/test_nativert 1/1 ... [2025-10-10 01:52:20.883792] 2025-10-10T01:52:20.8842137Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:52:20.8844121Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_nativert.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:52:20.884101] 2025-10-10T01:52:27.0118097Z 2025-10-10T01:52:27.0119461Z export/test_nativert 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_nativert_1.1_38f0349542dabca1_.log 2025-10-10T01:52:27.0121399Z Running 6 items in this shard: test/export/test_nativert.py::TestNativeRT::test_aoti_0_cpu, test/export/test_nativert.py::TestNativeRT::test_aoti_1_cpu, test/export/test_nativert.py::TestNativeRT::test_aoti_2_cpu, test/export/test_nativert.py::TestNativeRT::test_aoti_3_cuda, test/export/test_nativert.py::TestNativeRT::test_aoti_4_cuda, test/export/test_nativert.py::TestNativeRT::test_aoti_5_cuda 2025-10-10T01:52:27.0122893Z 2025-10-10T01:52:27.0123129Z Running inductor/test_memory_planning 1/1 ... [2025-10-10 01:52:27.011394] 2025-10-10T01:52:27.0123561Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:52:27.0124561Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_memory_planning.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:52:27.011957] 2025-10-10T01:52:51.7282450Z 2025-10-10T01:52:51.7287951Z inductor/test_memory_planning 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_memory_planning_1.1_bcde5706fb39e861_.log 2025-10-10T01:52:51.7291183Z Running 4 items in this shard: test/inductor/test_memory_planning.py::TestMemoryPlanning::test_aoti, test/inductor/test_memory_planning.py::TestMemoryPlanning::test_cpp_wrapper, test/inductor/test_memory_planning.py::TestMemoryPlanning::test_python_wrapper, test/inductor/test_memory_planning.py::TestMemoryPlanning::test_unbacked_symint 2025-10-10T01:52:51.7292456Z 2025-10-10T01:52:51.7292661Z Running inductor/test_remote_cache 1/1 ... [2025-10-10 01:52:51.728120] 2025-10-10T01:52:51.7293068Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:52:51.7294057Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_remote_cache.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:52:51.728753] 2025-10-10T01:52:54.9010932Z 2025-10-10T01:52:54.9012228Z inductor/test_remote_cache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_remote_cache_1.1_5cac44048b14b72f_.log 2025-10-10T01:52:54.9014714Z Running 3 items in this shard: test/inductor/test_remote_cache.py::TestRemoteCache::test_failure_logging, test/inductor/test_remote_cache.py::TestRemoteCache::test_failure_no_sample, test/inductor/test_remote_cache.py::TestRemoteCache::test_normal_logging 2025-10-10T01:52:54.9016617Z 2025-10-10T01:52:54.9016999Z Running inductor/test_pad_mm 1/1 ... [2025-10-10 01:52:54.900914] 2025-10-10T01:52:54.9017725Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:52:54.9019556Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_pad_mm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:52:54.901472] 2025-10-10T01:53:45.2244248Z 2025-10-10T01:53:45.2245650Z inductor/test_pad_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_pad_mm_1.1_fb5ee2b8b6bf7323_.log 2025-10-10T01:53:45.2255661Z Running 19 items in this shard: test/inductor/test_pad_mm.py::PadMMTest::test_cat_pad_mm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_exclude_cat_padding, test/inductor/test_pad_mm.py::PadMMTest::test_exclude_padding, test/inductor/test_pad_mm.py::PadMMTest::test_no_autocast_in_pad_bmm_joint_graph_pass, test/inductor/test_pad_mm.py::PadMMTest::test_original_aten_preserved_pad_mm, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_2d_bias, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_dyn_mn, test/inductor/test_pad_mm.py::PadMMTest::test_pad_batch, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_b, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_bm, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_k, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_bf16, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_k, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_mnk, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_n, test/inductor/test_pad_mm.py::PadMMTest::test_pad_single_cat, test/inductor/test_pad_mm.py::PadMMTest::test_zero_dim 2025-10-10T01:53:45.2262504Z 2025-10-10T01:53:45.2262689Z Running dynamo/test_after_aot 1/1 ... [2025-10-10 01:53:45.224285] 2025-10-10T01:53:45.2263073Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:53:45.2264042Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_after_aot.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:53:45.224893] 2025-10-10T01:53:45.5439200Z 2025-10-10T01:53:45.5440411Z inductor/test_control_flow 4/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_control_flow_4.7_b03e1e49b59b6479_.log 2025-10-10T01:53:45.5613919Z Running 104 items in this shard: test/inductor/test_control_flow.py::CondTests::test_cond_aliasing_outputs, test/inductor/test_control_flow.py::CondTests::test_cond_decompose_ops_in_subgraph_device_cuda, test/inductor/test_control_flow.py::CondTests::test_cond_functional_call_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_mismatched_branch_output_size_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_non_tensor_predicates_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_reintepret_view_inputs_outputs, test/inductor/test_control_flow.py::CondTests::test_cond_subgraphs_with_parameters_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_subgraphs_with_parameters_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_nested_control_flow_device_cpu_dynamic_True_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_nested_control_flow_device_cuda_dynamic_False_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_simple_control_flow_device_cpu_dynamic_False_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_stack_output_simple_device_cpu_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_conv_device_cpu_dynamic_False_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_conv_device_cpu_dynamic_True_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_device_cuda_dynamic_True_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_in_out_mismatch_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_outer_buffers_device_cpu_dynamic_False_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cpu_dynamic_True_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_pytree_inputs_device_cpu_dynamic_False_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_pytree_inputs_device_cuda_dynamic_True_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_unbacked_symint_closure_device_cpu_dynamic_True_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_zero_loop_device_cuda_dynamic_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_False_dim_0_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_0_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_False_dim_0_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_True_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_True_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_True_dim_0_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_0_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_chunked_ce_device_cpu_dynamic_False_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_chunked_ce_device_cpu_dynamic_True_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_chunked_ce_device_cuda_dynamic_True_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_compare_chunked_ce_with_no_scan_device_cpu_dynamic_True, test/inductor/test_control_flow.py::ScanTests::test_scan_compare_chunked_ce_with_no_scan_device_cuda_dynamic_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_True_dim_3_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_False_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_True_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_True_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_True_dim_0_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_False_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_False_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_0_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_0_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_0_pred_True_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_1_pred_False_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_3_pred_False_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_0_pred_False_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_0_pred_True_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_1_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_3_pred_False_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_3_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_1_pred_False_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_3_pred_False_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_1_pred_False_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_3_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_1_pred_True_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_1_pred_True_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_1_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_3_pred_True_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_0_pred_False_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_1_pred_False_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_0_pred_True_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_0_pred_True_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_1_pred_False_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_3_pred_True_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_0_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_0_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_0_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_True_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_True_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_False_dim_0_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_False_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_True_dim_0_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_True_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_True_reverse_False_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_True_reverse_False_dim_3_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_True_reverse_True_dim_0_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_True_reverse_True_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_True_reverse_True_dim_3_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_False_reverse_False_dim_0_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_False_reverse_True_dim_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_False_dim_2_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_False_dim_2_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_False_reverse_False_dim_2_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_False_reverse_True_dim_2_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_False_dim_0_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_False_dim_0_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_True_dim_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_with_clamp_device_cuda_dynamic_False_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_with_clamp_device_cuda_dynamic_True_autograd_False, test/inductor/test_control_flow.py::MapTests::test_map_simple_linear_with_view_device_cpu_dynamic_True_autograd_True, test/inductor/test_control_flow.py::MapTests::test_map_simple_linear_with_view_device_cuda_dynamic_True_autograd_True 2025-10-10T01:53:45.5736194Z 2025-10-10T01:53:45.5749301Z Running dynamo/test_backward_higher_order_ops 1/1 ... [2025-10-10 01:53:45.574421] 2025-10-10T01:53:45.5750239Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:53:45.5755858Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_backward_higher_order_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:53:45.575059] 2025-10-10T01:53:53.9086507Z 2025-10-10T01:53:53.9087947Z dynamo/test_after_aot 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_after_aot_1.1_e548b2a6bf22a950_.log 2025-10-10T01:53:53.9089882Z Running 2 items in this shard: test/dynamo/test_after_aot.py::TestAfterAot::test_dump_tensor, test/dynamo/test_after_aot.py::TestAfterAot::test_save_graph_repro 2025-10-10T01:53:53.9090830Z 2025-10-10T01:53:53.9093293Z Running dynamo/test_base_hop 1/1 ... [2025-10-10 01:53:53.908561] 2025-10-10T01:53:53.9094100Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:53:53.9096720Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_hop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:53:53.909170] 2025-10-10T01:53:58.6179513Z 2025-10-10T01:53:58.6181122Z dynamo/test_backward_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backward_higher_order_ops_1.1_55c286b87e324b6c_.log 2025-10-10T01:53:58.6187751Z Running 7 items in this shard: test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_eager, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_pt2, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_pt2_compiled_autograd, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_pt2_compiled_autograd_graph_breaks, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_pt2_compiled_autograd_side_effect, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_make_bw, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_make_fx_forward_contrived 2025-10-10T01:53:58.6193449Z 2025-10-10T01:53:58.6193887Z Running dynamo/test_base_output 1/1 ... [2025-10-10 01:53:58.617750] 2025-10-10T01:53:58.6194760Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:53:58.6196943Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_output.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:53:58.618134] 2025-10-10T01:53:59.3866723Z 2025-10-10T01:53:59.3867830Z dynamo/test_base_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_hop_1.1_a1307ae9fdd7a7f2_.log 2025-10-10T01:53:59.3873493Z Running 11 items in this shard: test/dynamo/test_base_hop.py::BaseHOPTest::test_aliasing_mutation_error, test/dynamo/test_base_hop.py::BaseHOPTest::test_aot_eager, test/dynamo/test_base_hop.py::BaseHOPTest::test_auto_functionalize, test/dynamo/test_base_hop.py::BaseHOPTest::test_dynamo, test/dynamo/test_base_hop.py::BaseHOPTest::test_eager_call, test/dynamo/test_base_hop.py::BaseHOPTest::test_int_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_none_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out_with_mutation, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return_with_mutation 2025-10-10T01:53:59.3879116Z 2025-10-10T01:53:59.3879545Z Running dynamo/test_buffers_override 1/1 ... [2025-10-10 01:53:59.386641] 2025-10-10T01:53:59.3880329Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:53:59.3882249Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_buffers_override.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:53:59.387249] 2025-10-10T01:54:01.5892016Z 2025-10-10T01:54:01.5893573Z dynamo/test_base_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_output_1.1_c8a0e0593557e7a1_.log 2025-10-10T01:54:01.5897262Z Running 6 items in this shard: test/dynamo/test_base_output.py::TestBaseOutput::test_assign, test/dynamo/test_base_output.py::TestBaseOutput::test_create, test/dynamo/test_base_output.py::TestBaseOutput::test_getattr, test/dynamo/test_base_output.py::TestBaseOutput::test_getitem, test/dynamo/test_base_output.py::TestBaseOutput::test_index, test/dynamo/test_base_output.py::TestBaseOutput::test_tuple 2025-10-10T01:54:01.5900015Z 2025-10-10T01:54:01.5900395Z Running dynamo/test_bytecode_utils 1/1 ... [2025-10-10 01:54:01.589073] 2025-10-10T01:54:01.5901189Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:54:01.5903079Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_bytecode_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:54:01.589417] 2025-10-10T01:54:07.2190296Z 2025-10-10T01:54:07.2191859Z dynamo/test_buffers_override 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_buffers_override_1.1_62c804836c0473c4_.log 2025-10-10T01:54:07.2194442Z Running 2 items in this shard: test/dynamo/test_buffers_override.py::TestBuffersOverride::test_buffers_override, test/dynamo/test_buffers_override.py::TestBuffersOverride::test_named_buffers_override 2025-10-10T01:54:07.2195922Z 2025-10-10T01:54:07.2196370Z Running dynamo/test_comptime 1/1 ... [2025-10-10 01:54:07.218848] 2025-10-10T01:54:07.2197227Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:54:07.2199522Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_comptime.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:54:07.219458] 2025-10-10T01:54:09.3207322Z 2025-10-10T01:54:09.3208919Z dynamo/test_bytecode_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_bytecode_utils_1.1_a2b14f93efcd692d_.log 2025-10-10T01:54:09.3222391Z Running 20 items in this shard: test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_analysis_jump_backward_no_interrupt, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noprefix, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noreturn1, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noreturn2, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noreturn_const, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_compute_exception_table_nested, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_e2e, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_e2e_2, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_encode_varint, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_entry_propagation, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_parsing, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_extended_args_starts_line, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_if_tensor_is_none, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_linetable_310_writer, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_linetable_311_writer1, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_linetable_311_writer2, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_py311_jump_offset, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_remove_dead_code_with_exn_table_entries, test/dynamo/test_bytecode_utils.py::BytecodeHookTests::test_bytecode_hook 2025-10-10T01:54:09.3234777Z 2025-10-10T01:54:09.3235138Z Running dynamo/test_config 1/1 ... [2025-10-10 01:54:09.320563] 2025-10-10T01:54:09.3235854Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:54:09.3237692Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_config.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:54:09.320928] 2025-10-10T01:54:15.1075798Z 2025-10-10T01:54:15.1077195Z dynamo/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_config_1.1_4075bc3b0b0a03f6_.log 2025-10-10T01:54:15.1080951Z Running 5 items in this shard: test/dynamo/test_config.py::ConfigTests::test_automatic_dynamic, test/dynamo/test_config.py::ConfigTests::test_config_compile_ignored, test/dynamo/test_config.py::ConfigTests::test_config_hash, test/dynamo/test_config.py::ConfigTests::test_no_assume_static_by_default, test/dynamo/test_config.py::ConfigTests::test_no_automatic_dynamic 2025-10-10T01:54:15.1083867Z 2025-10-10T01:54:15.1086445Z Running dynamo/test_cudagraphs 1/1 ... [2025-10-10 01:54:15.107298] 2025-10-10T01:54:15.1086844Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:54:15.1087829Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:54:15.107862] 2025-10-10T01:54:17.4569326Z 2025-10-10T01:54:17.4570856Z dynamo/test_comptime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_comptime_1.1_5e47c7dd0fda431c_.log 2025-10-10T01:54:17.4577675Z Running 12 items in this shard: test/dynamo/test_comptime.py::ComptimeTests::test_get_local, test/dynamo/test_comptime.py::ComptimeTests::test_get_local_closure_variable, test/dynamo/test_comptime.py::ComptimeTests::test_graph_break, test/dynamo/test_comptime.py::ComptimeTests::test_print_bt, test/dynamo/test_comptime.py::ComptimeTests::test_print_direct, test/dynamo/test_comptime.py::ComptimeTests::test_print_disas, test/dynamo/test_comptime.py::ComptimeTests::test_print_graph, test/dynamo/test_comptime.py::ComptimeTests::test_print_guards, test/dynamo/test_comptime.py::ComptimeTests::test_print_locals, test/dynamo/test_comptime.py::ComptimeTests::test_print_single, test/dynamo/test_comptime.py::ComptimeTests::test_print_value_stack, test/dynamo/test_comptime.py::ComptimeTests::test_sleep 2025-10-10T01:54:17.4583026Z 2025-10-10T01:54:17.4583542Z Running dynamo/test_cudagraphs_expandable_segments 1/1 ... [2025-10-10 01:54:17.456786] 2025-10-10T01:54:17.4585549Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:54:17.4587569Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs_expandable_segments.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:54:17.457397] 2025-10-10T01:54:20.6860207Z 2025-10-10T01:54:20.6861638Z dynamo/test_cudagraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_1.1_92f36d6894b2c326_.log 2025-10-10T01:54:20.6866579Z Running 8 items in this shard: test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_basic, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_dead_fill, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_dtoh, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_factory, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_htod, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutate_constant, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutate_input, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutated_metadata 2025-10-10T01:54:20.6870534Z 2025-10-10T01:54:20.6871053Z Running dynamo/test_debug_utils 1/1 ... [2025-10-10 01:54:20.686009] 2025-10-10T01:54:20.6872137Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:54:20.6874364Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:54:20.686620] 2025-10-10T01:54:23.1360627Z 2025-10-10T01:54:23.1362160Z dynamo/test_cudagraphs_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_expandable_segments_1.1_a8fa32b11a3c9f66_.log 2025-10-10T01:54:23.1369440Z Running 8 items in this shard: test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_basic, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_dead_fill, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_dtoh, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_factory, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_htod, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_mutate_constant, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_mutate_input, test/dynamo/test_cudagraphs_expandable_segments.py::TestAotCudagraphs::test_mutated_metadata 2025-10-10T01:54:23.1374555Z 2025-10-10T01:54:23.1374960Z Running dynamo/test_deque_reconstruct 1/1 ... [2025-10-10 01:54:23.135928] 2025-10-10T01:54:23.1375750Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:54:23.1376831Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_deque_reconstruct.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:54:23.136530] 2025-10-10T01:54:24.9116787Z 2025-10-10T01:54:24.9118017Z dynamo/test_debug_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_debug_utils_1.1_684c73c860f6733a_.log 2025-10-10T01:54:24.9121696Z Running 4 items in this shard: test/dynamo/test_debug_utils.py::TestDebugUtilsCUDA::test_cast_model_to_fp64_dtype_args_cuda, test/dynamo/test_debug_utils.py::TestDebugUtilsCUDA::test_generate_env_vars_string_cuda, test/dynamo/test_debug_utils.py::TestDebugUtilsDeviceCUDA::test_aot_graph_parser_cuda, test/dynamo/test_debug_utils.py::TestDebugUtilsDeviceCUDA::test_sym_aot_graph_parser_cuda 2025-10-10T01:54:24.9124292Z 2025-10-10T01:54:24.9124673Z Running dynamo/test_deviceguard 1/1 ... [2025-10-10 01:54:24.911629] 2025-10-10T01:54:24.9125418Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:54:24.9128496Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_deviceguard.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:54:24.912216] 2025-10-10T01:54:26.5599215Z 2025-10-10T01:54:26.5600739Z dynamo/test_deque_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deque_reconstruct_1.1_6f1170a910e4951e_.log 2025-10-10T01:54:26.5604112Z Running 3 items in this shard: test/dynamo/test_deque_reconstruct.py::TestDequeReconstruct::test_deque_reconstruct_in_globals, test/dynamo/test_deque_reconstruct.py::TestDequeReconstruct::test_deque_reconstruct_not_in_globals, test/dynamo/test_deque_reconstruct.py::TestDequeReconstruct::test_deque_reconstruct_shallows_globals 2025-10-10T01:54:26.5606364Z 2025-10-10T01:54:26.5606721Z Running dynamo/test_dicts 1/1 ... [2025-10-10 01:54:26.559520] 2025-10-10T01:54:26.5607464Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:54:26.5609298Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_dicts.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:54:26.560099] 2025-10-10T01:54:28.0843502Z 2025-10-10T01:54:28.0845054Z dynamo/test_deviceguard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deviceguard_1.1_d51ce70d44ecf3af_.log 2025-10-10T01:54:28.0848361Z Running 4 items in this shard: test/dynamo/test_deviceguard.py::TestDeviceGuard::test_device_guard, test/dynamo/test_deviceguard.py::TestDeviceGuard::test_device_guard_no_index, test/dynamo/test_deviceguard.py::TestCUDADeviceGuard::test_device_guard, test/dynamo/test_deviceguard.py::TestCUDADeviceGuard::test_device_guard_no_index 2025-10-10T01:54:28.0850631Z 2025-10-10T01:54:28.0851064Z Running dynamo/test_error_messages 1/1 ... [2025-10-10 01:54:28.084355] 2025-10-10T01:54:28.0851821Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:54:28.0855321Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_error_messages.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:54:28.084965] 2025-10-10T01:54:39.6542549Z 2025-10-10T01:54:39.6543654Z dynamo/test_dicts 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_dicts_1.1_e9e74926fd955301_.log 2025-10-10T01:54:39.6569800Z Running 126 items in this shard: test/dynamo/test_dicts.py::DictTests::test_builtin_ior_, test/dynamo/test_dicts.py::DictTests::test_builtin_or_with_diff_keys, test/dynamo/test_dicts.py::DictTests::test_builtin_or_with_invalid_types, test/dynamo/test_dicts.py::DictTests::test_builtin_or_with_same_keys, test/dynamo/test_dicts.py::DictTests::test_construct_user_dict_and_return, test/dynamo/test_dicts.py::DictTests::test_contains_dunder_dict, test/dynamo/test_dicts.py::DictTests::test_contains_module_dunder_dict, test/dynamo/test_dicts.py::DictTests::test_custom_iter_dict, test/dynamo/test_dicts.py::DictTests::test_custom_keys_iter_dict, test/dynamo/test_dicts.py::DictTests::test_dict_construction_from_mapping_proxy, test/dynamo/test_dicts.py::DictTests::test_dict_contains, test/dynamo/test_dicts.py::DictTests::test_dict_copy_alias, test/dynamo/test_dicts.py::DictTests::test_dict_guard_on_keys_order, test/dynamo/test_dicts.py::DictTests::test_dict_guard_on_keys_order2, test/dynamo/test_dicts.py::DictTests::test_dict_iter, test/dynamo/test_dicts.py::DictTests::test_dict_keys_binop_op_and_, test/dynamo/test_dicts.py::DictTests::test_dict_keys_binop_op_or_, test/dynamo/test_dicts.py::DictTests::test_dict_keys_binop_op_sub, test/dynamo/test_dicts.py::DictTests::test_dict_keys_binop_op_xor, test/dynamo/test_dicts.py::DictTests::test_dict_keys_inplace_binop_op_iand, test/dynamo/test_dicts.py::DictTests::test_dict_keys_inplace_binop_op_ior, test/dynamo/test_dicts.py::DictTests::test_dict_keys_inplace_binop_op_isub, test/dynamo/test_dicts.py::DictTests::test_dict_keys_inplace_binop_op_ixor, test/dynamo/test_dicts.py::DictTests::test_dict_list_values, test/dynamo/test_dicts.py::DictTests::test_dict_mutation_side_effect, test/dynamo/test_dicts.py::DictTests::test_dict_namedtuple, test/dynamo/test_dicts.py::DictTests::test_dict_order_keys, test/dynamo/test_dicts.py::DictTests::test_dict_order_keys_modules, test/dynamo/test_dicts.py::DictTests::test_dict_order_keys_tensors, test/dynamo/test_dicts.py::DictTests::test_dict_reconstruct_keeps_original_order, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_contains, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_get_method, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_initialization_in_graph, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_instantiation, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_instantiation_return, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_local_mutation, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_local_with_non_dict_method, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_methods_fallback_mutation, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_methods_fallback_readonly, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_setitem, test/dynamo/test_dicts.py::DictTests::test_dict_tag_guard, test/dynamo/test_dicts.py::DictTests::test_empty_dict_recompilation, test/dynamo/test_dicts.py::DictTests::test_fn_id, test/dynamo/test_dicts.py::DictTests::test_items_type, test/dynamo/test_dicts.py::DictTests::test_lazy_key_guarding, test/dynamo/test_dicts.py::DictTests::test_lazy_key_non_const_guarding, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_ban_muation_on_dict_realization, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_existing, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_existing_local_mutation, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_existing_mutation, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_for_local, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_for_nonlocal, test/dynamo/test_dicts.py::DictTests::test_move_to_end, test/dynamo/test_dicts.py::DictTests::test_newly_constructed_default_dict, test/dynamo/test_dicts.py::DictTests::test_ordered_dict_reordered_keys, test/dynamo/test_dicts.py::DictTests::test_ordered_dict_subclass_reordered_keys, test/dynamo/test_dicts.py::DictTests::test_overridden_get_item, test/dynamo/test_dicts.py::DictTests::test_udf_dict_reconstruction, test/dynamo/test_dicts.py::DictTests::test_update_dunder_dict, test/dynamo/test_dicts.py::DictTests::test_update_module_dunder_dict, test/dynamo/test_dicts.py::DictTests::test_weakref_dict, test/dynamo/test_dicts.py::DictGuardTests::test_cmp_eq, test/dynamo/test_dicts.py::DictGuardTests::test_cmp_ior, test/dynamo/test_dicts.py::DictGuardTests::test_cmp_ne, test/dynamo/test_dicts.py::DictGuardTests::test_cmp_or, test/dynamo/test_dicts.py::DictGuardTests::test_popitem, test/dynamo/test_dicts.py::DictMethodsTests::test_binop_ior, test/dynamo/test_dicts.py::DictMethodsTests::test_binop_ior_iterable, test/dynamo/test_dicts.py::DictMethodsTests::test_binop_or, test/dynamo/test_dicts.py::DictMethodsTests::test_clear, test/dynamo/test_dicts.py::DictMethodsTests::test_cmp_eq, test/dynamo/test_dicts.py::DictMethodsTests::test_cmp_ne, test/dynamo/test_dicts.py::DictMethodsTests::test_copy, test/dynamo/test_dicts.py::DictMethodsTests::test_dict_type_comparison, test/dynamo/test_dicts.py::DictMethodsTests::test_fromkeys, test/dynamo/test_dicts.py::DictMethodsTests::test_get, test/dynamo/test_dicts.py::DictMethodsTests::test_items, test/dynamo/test_dicts.py::DictMethodsTests::test_keys, test/dynamo/test_dicts.py::DictMethodsTests::test_pop, test/dynamo/test_dicts.py::DictMethodsTests::test_popitem, test/dynamo/test_dicts.py::DictMethodsTests::test_setdefault, test/dynamo/test_dicts.py::DictMethodsTests::test_type, test/dynamo/test_dicts.py::DictMethodsTests::test_update, test/dynamo/test_dicts.py::DictMethodsTests::test_values, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_binop_ior, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_binop_ior_iterable, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_binop_or, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_clear, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_cmp_eq, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_cmp_ne, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_copy, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_dict_type_comparison, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_fromkeys, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_get, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_items, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_keys, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_pop, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_popitem, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_setdefault, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_type, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_update, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_values, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_binop_ior, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_binop_ior_iterable, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_binop_ior_return_type, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_binop_or, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_binop_or_return_type, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_clear, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_cmp_eq, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_cmp_eq_order, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_cmp_ne, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_copy, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_dict_type_comparison, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_fromkeys, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_get, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_items, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_keys, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_move_to_end, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_pop, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_popitem, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_popitem_kwarg, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_setdefault, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_type, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_update, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_values, test/dynamo/test_dicts.py::OrderedDictSubclassOverload::test_move_to_end 2025-10-10T01:54:39.6592521Z 2025-10-10T01:54:39.6592655Z Running dynamo/test_exc 1/1 ... [2025-10-10 01:54:39.654059] 2025-10-10T01:54:39.6592947Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:54:39.6593832Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_exc.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:54:39.654364] 2025-10-10T01:54:45.7833030Z 2025-10-10T01:54:45.7834732Z dynamo/test_exc 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_exc_1.1_4eef05a0c654e94c_.log 2025-10-10T01:54:45.7841127Z Running 10 items in this shard: test/dynamo/test_exc.py::ExcTests::test_backend_suppress_line, test/dynamo/test_exc.py::ExcTests::test_graph_break_log, test/dynamo/test_exc.py::ExcTests::test_graph_break_log_generic_jump, test/dynamo/test_exc.py::ExcTests::test_internal_error_no_suppress, test/dynamo/test_exc.py::ExcTests::test_internal_error_suppress_errors, test/dynamo/test_exc.py::ExcTests::test_not_implemented_error, test/dynamo/test_exc.py::ExcTests::test_trigger_bisect_on_error, test/dynamo/test_exc.py::ExcTests::test_trigger_on_error, test/dynamo/test_exc.py::ExcTests::test_unsupported_error, test/dynamo/test_exc.py::ExcTests::test_unsupported_real_stack 2025-10-10T01:54:45.7846327Z 2025-10-10T01:54:45.7846700Z Running dynamo/test_exceptions 1/1 ... [2025-10-10 01:54:45.782971] 2025-10-10T01:54:45.7847406Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:54:45.7849151Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_exceptions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:54:45.783592] 2025-10-10T01:54:54.9192319Z 2025-10-10T01:54:54.9193520Z dynamo/test_exceptions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_exceptions_1.1_8b9661c30f852b5c_.log 2025-10-10T01:54:54.9221993Z Running 49 items in this shard: test/dynamo/test_exceptions.py::ExceptionTests::test_atrribute_error, test/dynamo/test_exceptions.py::ExceptionTests::test_attribute_error_from_getattr, test/dynamo/test_exceptions.py::ExceptionTests::test_autocast_with_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_block_stack_cleanup, test/dynamo/test_exceptions.py::ExceptionTests::test_custom_getattr_on_module_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_dict_pop, test/dynamo/test_exceptions.py::ExceptionTests::test_dynamo_undo_kw_names, test/dynamo/test_exceptions.py::ExceptionTests::test_ensure_exception_is_active_after_try_except_block, test/dynamo/test_exceptions.py::ExceptionTests::test_ensure_exception_is_active_inside_try_except_block, test/dynamo/test_exceptions.py::ExceptionTests::test_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_exception2, test/dynamo/test_exceptions.py::ExceptionTests::test_exception3, test/dynamo/test_exceptions.py::ExceptionTests::test_exception4, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_else, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_kwargs, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_raised_from_child, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_with_another_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_with_another_exception2, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_with_ctx_manager, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_with_vars, test/dynamo/test_exceptions.py::ExceptionTests::test_handle_all_exceptions, test/dynamo/test_exceptions.py::ExceptionTests::test_isinstance_CustomException, test/dynamo/test_exceptions.py::ExceptionTests::test_key_error, test/dynamo/test_exceptions.py::ExceptionTests::test_nn_module_getattr, test/dynamo/test_exceptions.py::ExceptionTests::test_nn_reraise, test/dynamo/test_exceptions.py::ExceptionTests::test_propagate_exception_inside_ctx_manager, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_GeneratorExit, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_custom_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_custom_exception_with_args, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_finally_simple, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_from_None, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_from_None_2, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_from_other, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_match, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_set___context__, test/dynamo/test_exceptions.py::ExceptionTests::test_reconstruct___context__, test/dynamo/test_exceptions.py::ExceptionTests::test_reconstruct_exception_2, test/dynamo/test_exceptions.py::ExceptionTests::test_reraise, test/dynamo/test_exceptions.py::ExceptionTests::test_reraise_first_exc, test/dynamo/test_exceptions.py::ExceptionTests::test_set___cause___CustomException, test/dynamo/test_exceptions.py::ExceptionTests::test_set___cause___TypeError, test/dynamo/test_exceptions.py::ExceptionTests::test_set___cause___error_CustomException, test/dynamo/test_exceptions.py::ExceptionTests::test_set___cause___error_RuntimeError, test/dynamo/test_exceptions.py::ExceptionTests::test_set_cause_with_arg, test/dynamo/test_exceptions.py::ExceptionTests::test_set_cause_with_arg_error, test/dynamo/test_exceptions.py::ExceptionTests::test_speculation_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_stop_iteration, test/dynamo/test_exceptions.py::ExceptionTests::test_user_defined_exception_variable, test/dynamo/test_exceptions.py::ExceptionTests::test_user_defined_exception_with_args 2025-10-10T01:54:54.9248946Z 2025-10-10T01:54:54.9249282Z Running dynamo/test_export 1/1 ... [2025-10-10 01:54:54.919074] 2025-10-10T01:54:54.9250000Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:54:54.9251864Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_export.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:54:54.919685] 2025-10-10T01:55:01.7694669Z 2025-10-10T01:55:01.7695906Z dynamo/test_error_messages 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_error_messages_1.1_618462e70f54008a_.log 2025-10-10T01:55:01.7720282Z Running 39 items in this shard: test/dynamo/test_error_messages.py::ErrorMessagesTest::test_assert_failure_in_generic_ctx_mgr, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_backend_fake_tensor_exc, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_class_property, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_cpp_extension_recommends_custom_ops, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_data_dependent_branching_fullgraph, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_data_dependent_branching_gb, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_data_dependent_operator2, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_dict_items_input, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_disable_message, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_dynamic_shape_operator_no_meta_kernel, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_dynamo_graph_break_fn, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_dynamo_graph_break_fn_with_msg, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_faketensor_nyi, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_generic_ctx_mgr_graph_break, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_graph_break_in_buggy_resume_prologue, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_graph_break_traceback_above_dynamo_shows_user_code, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_graph_break_traceback_collapsed_resume_frames, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_internal_compiler_stacktrace_verbose, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_load_build_class, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_lru_cache_warning_logs_nested_call, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_lru_cache_warning_logs_user_stack_trace, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_nested_compile_user_frames, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_no_internal_compiler_stacktrace, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_observed_exception, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_optree_graph_break_message, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_reconstruction_failure, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_reconstruction_failure_gb, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_skipfile_call, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_skipfile_dynamo_call, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_skipfile_inline, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_slice_with_tensor, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_sort_with_nonconstant_keys, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_super_call_function, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_super_call_method, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_uninitialized_module, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_unsupported_builtin, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_unsupported_bytecode, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_unsupported_context, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_warnings 2025-10-10T01:55:01.7743322Z 2025-10-10T01:55:01.7743737Z Running dynamo/test_export_mutations 1/1 ... [2025-10-10 01:55:01.769444] 2025-10-10T01:55:01.7744529Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:55:01.7746441Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_export_mutations.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:55:01.770067] 2025-10-10T01:55:06.7457210Z 2025-10-10T01:55:06.7458651Z dynamo/test_export_mutations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_export_mutations_1.1_5d68a9bf812d6ef7_.log 2025-10-10T01:55:06.7463811Z Running 5 items in this shard: test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_1, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_2, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_3, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_4, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_positive_1 2025-10-10T01:55:06.7467839Z 2025-10-10T01:55:06.7468211Z Running dynamo/test_flat_apply 1/1 ... [2025-10-10 01:55:06.745701] 2025-10-10T01:55:06.7468942Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:55:06.7470777Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_flat_apply.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:55:06.746309] 2025-10-10T01:55:10.2686445Z 2025-10-10T01:55:10.2687105Z dynamo/test_flat_apply 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_flat_apply_1.1_8205e341cb81c6e9_.log 2025-10-10T01:55:10.2688516Z Running 4 items in this shard: test/dynamo/test_flat_apply.py::FlatApplyTests::test_non_tensor_output, test/dynamo/test_flat_apply.py::FlatApplyTests::test_nonstrict_trace_captured_tensor_post_aot_graph, test/dynamo/test_flat_apply.py::FlatApplyTests::test_nonstrict_trace_dynamo_graph, test/dynamo/test_flat_apply.py::FlatApplyTests::test_simple 2025-10-10T01:55:10.2689502Z 2025-10-10T01:55:10.2689653Z Running dynamo/test_frame_init 1/1 ... [2025-10-10 01:55:10.268435] 2025-10-10T01:55:10.2689954Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:55:10.2691559Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_frame_init.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:55:10.268809] 2025-10-10T01:55:13.3404893Z 2025-10-10T01:55:13.3407268Z dynamo/test_frame_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_frame_init_1.1_2b4b5fc6d3a97dbf_.log 2025-10-10T01:55:13.3409582Z Running 1 items in this shard: test/dynamo/test_frame_init.py::FrameInitTests::test_frame_init 2025-10-10T01:55:13.3410289Z 2025-10-10T01:55:13.3410649Z Running dynamo/test_fx_annotate 1/1 ... [2025-10-10 01:55:13.339816] 2025-10-10T01:55:13.3411416Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:55:13.3413361Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_fx_annotate.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:55:13.340178] 2025-10-10T01:55:21.6722045Z 2025-10-10T01:55:21.6723686Z dynamo/test_fx_annotate 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_fx_annotate_1.1_699f9ced00f2ae61_.log 2025-10-10T01:55:21.6727657Z Running 4 items in this shard: test/dynamo/test_fx_annotate.py::AnnotateTests::test_ac_flex_attention, test/dynamo/test_fx_annotate.py::AnnotateTests::test_activation_checkpointing, test/dynamo/test_fx_annotate.py::AnnotateTests::test_activation_checkpointing_annotation_inside, test/dynamo/test_fx_annotate.py::AnnotateTests::test_annotations 2025-10-10T01:55:21.6728979Z 2025-10-10T01:55:21.6729184Z Running dynamo/test_fx_passes_pre_grad 1/1 ... [2025-10-10 01:55:21.672045] 2025-10-10T01:55:21.6729600Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:55:21.6730578Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_fx_passes_pre_grad.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:55:21.672516] 2025-10-10T01:55:28.4508175Z 2025-10-10T01:55:28.4509430Z dynamo/test_fx_passes_pre_grad 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_fx_passes_pre_grad_1.1_58af7c0c9b0b3bec_.log 2025-10-10T01:55:28.4511011Z Running 1 items in this shard: test/dynamo/test_fx_passes_pre_grad.py::FxPassesPreGradTests::test_pass_execution_and_save 2025-10-10T01:55:28.4511808Z 2025-10-10T01:55:28.4512227Z Running dynamo/test_generator 1/1 ... [2025-10-10 01:55:28.450756] 2025-10-10T01:55:28.4512801Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:55:28.4518893Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_generator.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:55:28.451372] 2025-10-10T01:55:34.1781974Z 2025-10-10T01:55:34.1783482Z dynamo/test_generator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_generator_1.1_c2068a6d953dbe13_.log 2025-10-10T01:55:34.1827702Z Running 78 items in this shard: test/dynamo/test_generator.py::GeneratorTests::test_cleanup_throw, test/dynamo/test_generator.py::GeneratorTests::test_deque_extendleft, test/dynamo/test_generator.py::GeneratorTests::test_dict_tuple_list_generator_container0, test/dynamo/test_generator.py::GeneratorTests::test_dict_tuple_list_generator_container1, test/dynamo/test_generator.py::GeneratorTests::test_dict_tuple_list_generator_container2, test/dynamo/test_generator.py::GeneratorTests::test_dict_tuple_list_generator_container3, test/dynamo/test_generator.py::GeneratorTests::test_dynamo_disable_generator, test/dynamo/test_generator.py::GeneratorTests::test_dynamo_disable_sub_generator, test/dynamo/test_generator.py::GeneratorTests::test_generator___contains__, test/dynamo/test_generator.py::GeneratorTests::test_generator___contains___side_effects, test/dynamo/test_generator.py::GeneratorTests::test_generator_as_argument, test/dynamo/test_generator.py::GeneratorTests::test_generator_as_argument_2, test/dynamo/test_generator.py::GeneratorTests::test_generator_as_argument_3, test/dynamo/test_generator.py::GeneratorTests::test_generator_as_argument_4, test/dynamo/test_generator.py::GeneratorTests::test_generator_simple, test/dynamo/test_generator.py::GeneratorTests::test_generator_with_side_effects, test/dynamo/test_generator.py::GeneratorTests::test_generator_with_side_effects_graph_break, test/dynamo/test_generator.py::GeneratorTests::test_generator_with_side_effects_graph_break_2, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_and_reconstruct_generator, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_before_calling_generator, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_in_generator, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_in_generator_2, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_in_generator_while_reconstructing, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_outside_generator, test/dynamo/test_generator.py::GeneratorTests::test_infinite_generator, test/dynamo/test_generator.py::GeneratorTests::test_infinite_generator_2, test/dynamo/test_generator.py::GeneratorTests::test_infinite_generator_3, test/dynamo/test_generator.py::GeneratorTests::test_islice_chain, test/dynamo/test_generator.py::GeneratorTests::test_iter, test/dynamo/test_generator.py::GeneratorTests::test_list_extend, test/dynamo/test_generator.py::GeneratorTests::test_list_zip_generator, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_tensor_mutation, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_dict_mutation, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_dict_mutation_before, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_local_var_mutation, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_object_mutation, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_object_mutation_before, test/dynamo/test_generator.py::GeneratorTests::test_return_advanced_generator, test/dynamo/test_generator.py::GeneratorTests::test_return_exhaust_generator, test/dynamo/test_generator.py::GeneratorTests::test_return_generator, test/dynamo/test_generator.py::GeneratorTests::test_return_subgenerator, test/dynamo/test_generator.py::GeneratorTests::test_return_tuple_generator, test/dynamo/test_generator.py::GeneratorTests::test_subgenerator, test/dynamo/test_generator.py::GeneratorTests::test_subgenerator_with_side_effects, test/dynamo/test_generator.py::GeneratorTests::test_zip_generator, test/dynamo/test_generator.py::GeneratorTests::test_zip_generator_2, test/dynamo/test_generator.py::GeneratorTests::test_zip_infinite_generator, test/dynamo/test_generator.py::GeneratorTests::test_zip_subgenerator, test/dynamo/test_generator.py::TestGeneratorSend::test_send, test/dynamo/test_generator.py::TestGeneratorSend::test_send_stop_iteration_fullgraph_False, test/dynamo/test_generator.py::TestGeneratorSend::test_send_stop_iteration_fullgraph_True, test/dynamo/test_generator.py::TestGeneratorClose::test_close, test/dynamo/test_generator.py::TestGeneratorClose::test_close_after_close, test/dynamo/test_generator.py::TestGeneratorClose::test_close_after_exception, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_GeneratorExit_fullgraph_False, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_GeneratorExit_fullgraph_True, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_GeneratorExit_return, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_and_reraise_GeneratorExit, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_and_reraise_exc_exc0, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_and_reraise_exc_exc1, test/dynamo/test_generator.py::TestGeneratorClose::test_close_handling_finally, test/dynamo/test_generator.py::TestGeneratorClose::test_close_subgen, test/dynamo/test_generator.py::TestGeneratorClose::test_close_with_side_effects, test/dynamo/test_generator.py::TestGeneratorClose::test_close_with_subgen, test/dynamo/test_generator.py::TestGeneratorClose::test_next_after_close_fullgraph_False, test/dynamo/test_generator.py::TestGeneratorClose::test_next_after_close_fullgraph_True, test/dynamo/test_generator.py::TestGeneratorThrow::test_exception_context_with_yield, test/dynamo/test_generator.py::TestGeneratorThrow::test_return_None_in_except_and_finally, test/dynamo/test_generator.py::TestGeneratorThrow::test_return_const_value_in_except_and_finally, test/dynamo/test_generator.py::TestGeneratorThrow::test_return_value_in_except_and_finally, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_no_yield_after_throw, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_not_catch, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_raise_difference_exc, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_try_except_finally, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_with_finally, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_without_finally, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_yield_finally 2025-10-10T01:55:34.1870464Z 2025-10-10T01:55:34.1870802Z Running dynamo/test_global 1/1 ... [2025-10-10 01:55:34.177850] 2025-10-10T01:55:34.1871529Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:55:34.1873440Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_global.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:55:34.178232] 2025-10-10T01:55:41.1571751Z 2025-10-10T01:55:41.1573038Z dynamo/test_global 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_global_1.1_8d771a650528235f_.log 2025-10-10T01:55:41.1578712Z Running 12 items in this shard: test/dynamo/test_global.py::TestGlobals::test_store_global_1, test/dynamo/test_global.py::TestGlobals::test_store_global_2, test/dynamo/test_global.py::TestGlobals::test_store_global_cross_file, test/dynamo/test_global.py::TestGlobals::test_store_global_crossfile_inline, test/dynamo/test_global.py::TestGlobals::test_store_global_dict, test/dynamo/test_global.py::TestGlobals::test_store_global_dict_2, test/dynamo/test_global.py::TestGlobals::test_store_global_inline_1, test/dynamo/test_global.py::TestGlobals::test_store_global_inline_2, test/dynamo/test_global.py::TestGlobals::test_store_global_list, test/dynamo/test_global.py::TestGlobals::test_store_global_list_2, test/dynamo/test_global.py::TestGlobals::test_store_global_new, test/dynamo/test_global.py::TestGlobals::test_store_global_object 2025-10-10T01:55:41.1584526Z 2025-10-10T01:55:41.1584950Z Running dynamo/test_graph_deduplication 1/1 ... [2025-10-10 01:55:41.157102] 2025-10-10T01:55:41.1585762Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:55:41.1587679Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_graph_deduplication.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:55:41.157700] 2025-10-10T01:55:51.1933777Z 2025-10-10T01:55:51.1935271Z dynamo/test_graph_deduplication 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_deduplication_1.1_132047c7cc3d0097_.log 2025-10-10T01:55:51.1948883Z Running 18 items in this shard: test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_autocast_ordering, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_arg_and_additional_deps, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_complex, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_no_cycle, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_simple, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_single_node, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_two_node, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_dependent_subgraphs, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_input_aliasing, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_input_mutation, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_multiple_subgraphs, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_mutation_ordering, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_output_nodes_last, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_param_transfer_to_submodule, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_single_subgraph, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_single_subgraph2, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_tuple_inputs, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_tuple_return 2025-10-10T01:55:51.1961847Z 2025-10-10T01:55:51.1962259Z Running dynamo/test_graph_region_tracker 1/1 ... [2025-10-10 01:55:51.193145] 2025-10-10T01:55:51.1963070Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:55:51.1964986Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_graph_region_tracker.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:55:51.193507] 2025-10-10T01:55:56.1198838Z 2025-10-10T01:55:56.1200745Z dynamo/test_graph_region_tracker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_region_tracker_1.1_64677665d23457e8_.log 2025-10-10T01:55:56.1210586Z Running 13 items in this shard: test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_get_regions_multiple_region_groups, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_get_regions_single_region_group, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_mismatched_arg_shapes, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_mismatched_dtypes, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_mismatched_global_state, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_mutation_tracking_allow_in_graph, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_mutation_tracking_setitem, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_mutation_tracking_simple, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_nested_args, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_no_duplicate_tracking, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_no_single_node_regions, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_non_tensor_arg_hashing, test/dynamo/test_graph_region_tracker.py::GraphRegionTrackerTests::test_region_sorting 2025-10-10T01:55:56.1219591Z 2025-10-10T01:55:56.1219977Z Running dynamo/test_guard_manager 1/1 ... [2025-10-10 01:55:56.119877] 2025-10-10T01:55:56.1220722Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:55:56.1222620Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_guard_manager.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:55:56.120500] 2025-10-10T01:56:02.2983487Z 2025-10-10T01:56:02.2985027Z dynamo/test_guard_manager 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_manager_1.1_aa8c7241e660f0a8_.log 2025-10-10T01:56:02.3006185Z Running 37 items in this shard: test/dynamo/test_guard_manager.py::GuardManagerTests::test_attr_guard_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_call_function_no_args_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_clone, test/dynamo/test_guard_manager.py::GuardManagerTests::test_default_device_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dict_contains_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dict_getitem_accessor, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dict_guard_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dict_version_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_diff_guard_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dynamic_indices_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_equals_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_framelocals_accessor, test/dynamo/test_guard_manager.py::GuardManagerTests::test_framelocals_guard_e2e, test/dynamo/test_guard_manager.py::GuardManagerTests::test_global_state_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_global_state_reason, test/dynamo/test_guard_manager.py::GuardManagerTests::test_global_weakref, test/dynamo/test_guard_manager.py::GuardManagerTests::test_globals, test/dynamo/test_guard_manager.py::GuardManagerTests::test_guard_manager_leaf_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_id_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_item_guard_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_lambda_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_length_check_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_no_hasattr_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_no_tensor_aliasing_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_python_lambda_leaf_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_tensor_aliasing_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_tensor_match_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_tuple_iterator_getitem, test/dynamo/test_guard_manager.py::GuardManagerTests::test_type_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_type_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_weakref_alive_guard, test/dynamo/test_guard_manager.py::TypePropagationTests::test_basic_types, test/dynamo/test_guard_manager.py::TagSafetyChecks::test_dict_tag_safe, test/dynamo/test_guard_manager.py::TagSafetyChecks::test_immutable_tag_safe, test/dynamo/test_guard_manager.py::TagSafetyChecks::test_nn_module_tag_overridden_getattr_safe, test/dynamo/test_guard_manager.py::TagSafetyChecks::test_nn_module_tag_safe, test/dynamo/test_guard_manager.py::RecursiveDictGuardTests::test_disabling 2025-10-10T01:56:02.3025979Z 2025-10-10T01:56:02.3026393Z Running dynamo/test_higher_order_ops 1/1 ... [2025-10-10 01:56:02.298103] 2025-10-10T01:56:02.3027190Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:56:02.3029087Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_higher_order_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:56:02.298479] 2025-10-10T01:56:43.8640261Z 2025-10-10T01:56:43.8645890Z dynamo/test_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_export_1.1_1145794fdef3f236_.log 2025-10-10T01:56:43.8712205Z Running 187 items in this shard: test/dynamo/test_export.py::ExportTests::test_access_class_method_from_user_class_attr, test/dynamo/test_export.py::ExportTests::test_access_class_method_from_user_class_builtin, test/dynamo/test_export.py::ExportTests::test_byte_tensor_does_not_crash, test/dynamo/test_export.py::ExportTests::test_capture_symbolic_tracing_simple_within_fake_mode, test/dynamo/test_export.py::ExportTests::test_capture_symbolic_tracing_within_fake_mode, test/dynamo/test_export.py::ExportTests::test_cond_free_variables_overlapping, test/dynamo/test_export.py::ExportTests::test_cond_op_param_buffer_lifted, test/dynamo/test_export.py::ExportTests::test_cond_raise_user_error_on_branch_args_mismatch, test/dynamo/test_export.py::ExportTests::test_cond_raise_user_error_on_branch_return_multiple_tensors, test/dynamo/test_export.py::ExportTests::test_cond_raise_user_error_on_branch_return_non_tensor, test/dynamo/test_export.py::ExportTests::test_cond_raise_user_error_on_mismatch_return_length, test/dynamo/test_export.py::ExportTests::test_cond_raise_user_error_on_mismatch_return_tensor_meta, test/dynamo/test_export.py::ExportTests::test_cond_raise_user_error_on_missing_args, test/dynamo/test_export.py::ExportTests::test_cond_raise_user_error_on_non_list_operands, test/dynamo/test_export.py::ExportTests::test_cond_raise_user_error_on_non_tensor_operands, test/dynamo/test_export.py::ExportTests::test_cond_raise_user_error_on_unsupported_pred, test/dynamo/test_export.py::ExportTests::test_cond_supported_pred_types, test/dynamo/test_export.py::ExportTests::test_constraint_violation_error_messages, test/dynamo/test_export.py::ExportTests::test_dataclass_input_output, test/dynamo/test_export.py::ExportTests::test_dict_return, test/dynamo/test_export.py::ExportTests::test_dict_return_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_dupes, test/dynamo/test_export.py::ExportTests::test_dupes_2, test/dynamo/test_export.py::ExportTests::test_dupes_2_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_dupes_and_bypass, test/dynamo/test_export.py::ExportTests::test_dupes_and_bypass_reorder_with_non_tensor_arg, test/dynamo/test_export.py::ExportTests::test_dupes_and_bypass_reorder_with_non_tensor_arg_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_dupes_and_bypass_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_dupes_and_bypass_with_non_tensor_arg, test/dynamo/test_export.py::ExportTests::test_dupes_and_bypass_with_non_tensor_arg_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_dupes_and_bypass_with_non_tensor_output, test/dynamo/test_export.py::ExportTests::test_dupes_and_bypass_with_non_tensor_output_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_dupes_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_dynamic_slicing, test/dynamo/test_export.py::ExportTests::test_dynamic_slicing_invalid, test/dynamo/test_export.py::ExportTests::test_dynamic_slicing_simple, test/dynamo/test_export.py::ExportTests::test_dynamo_enum_in_tuple, test/dynamo/test_export.py::ExportTests::test_dynamo_list_index, test/dynamo/test_export.py::ExportTests::test_empty, test/dynamo/test_export.py::ExportTests::test_enforce_equalities, test/dynamo/test_export.py::ExportTests::test_export, test/dynamo/test_export.py::ExportTests::test_export_compare_optimize_with_make_fx, test/dynamo/test_export.py::ExportTests::test_export_cond_in_aten_symbolic, test/dynamo/test_export.py::ExportTests::test_export_control_flow_with_getattr, test/dynamo/test_export.py::ExportTests::test_export_decomp, test/dynamo/test_export.py::ExportTests::test_export_decomp_asserts_bad_args, test/dynamo/test_export.py::ExportTests::test_export_defaults_ok, test/dynamo/test_export.py::ExportTests::test_export_dynamic_control_flow_error, test/dynamo/test_export.py::ExportTests::test_export_dynamic_dim_cleanup, test/dynamo/test_export.py::ExportTests::test_export_dynamic_dim_not_1, test/dynamo/test_export.py::ExportTests::test_export_dynamic_dim_range_constraint, test/dynamo/test_export.py::ExportTests::test_export_graph_bypass, test/dynamo/test_export.py::ExportTests::test_export_graph_bypass_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_export_graph_with_complex_reorder, test/dynamo/test_export.py::ExportTests::test_export_graph_with_complex_reorder_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_export_graph_with_list, test/dynamo/test_export.py::ExportTests::test_export_graph_with_list_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_export_identity, test/dynamo/test_export.py::ExportTests::test_export_masking_with_no_grad, test/dynamo/test_export.py::ExportTests::test_export_meta, test/dynamo/test_export.py::ExportTests::test_export_meta_val, test/dynamo/test_export.py::ExportTests::test_export_mismatched_out, test/dynamo/test_export.py::ExportTests::test_export_mismatched_out_2, test/dynamo/test_export.py::ExportTests::test_export_mismatched_out_2_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_export_mismatched_out_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_export_module_specify_constraints_signature, test/dynamo/test_export.py::ExportTests::test_export_multi_dynamic_dim_constraint, test/dynamo/test_export.py::ExportTests::test_export_multi_dynamic_dim_unsafe_relationship, test/dynamo/test_export.py::ExportTests::test_export_nn_module_stack_patched_module, test/dynamo/test_export.py::ExportTests::test_export_no_raise, test/dynamo/test_export.py::ExportTests::test_export_no_tensor_computation_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_export_pass_arg_by_name, test/dynamo/test_export.py::ExportTests::test_export_pass_arg_by_name_star_args, test/dynamo/test_export.py::ExportTests::test_export_persist_assert, test/dynamo/test_export.py::ExportTests::test_export_preserve_constraints_as_metadata_tensor, test/dynamo/test_export.py::ExportTests::test_export_preserves_nn_module_stack_for_get_attr, test/dynamo/test_export.py::ExportTests::test_export_raise_guard_full_constraint, test/dynamo/test_export.py::ExportTests::test_export_raise_guard_partial_constraint, test/dynamo/test_export.py::ExportTests::test_export_raise_on_relationship, test/dynamo/test_export.py::ExportTests::test_export_shape_control_flow_1, test/dynamo/test_export.py::ExportTests::test_export_specialized_int, test/dynamo/test_export.py::ExportTests::test_export_symbolic_shape, test/dynamo/test_export.py::ExportTests::test_export_with_args_and_empty_kwargs, test/dynamo/test_export.py::ExportTests::test_export_with_args_with_default_None, test/dynamo/test_export.py::ExportTests::test_export_with_args_with_default_float, test/dynamo/test_export.py::ExportTests::test_export_with_args_with_default_tensor, test/dynamo/test_export.py::ExportTests::test_export_with_args_with_default_tuple, test/dynamo/test_export.py::ExportTests::test_export_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_export_with_builtin_op_on_assume_constant, test/dynamo/test_export.py::ExportTests::test_export_with_cond_branches_calling_methods, test/dynamo/test_export.py::ExportTests::test_export_with_cond_closure, test/dynamo/test_export.py::ExportTests::test_export_with_cond_dynamic_shape_pred, test/dynamo/test_export.py::ExportTests::test_export_with_cond_with_closed_function, test/dynamo/test_export.py::ExportTests::test_export_with_constant_dict_values, test/dynamo/test_export.py::ExportTests::test_export_with_constant_free_function, test/dynamo/test_export.py::ExportTests::test_export_with_constant_free_function_and_class_method, test/dynamo/test_export.py::ExportTests::test_export_with_constant_free_function_and_class_method_multiarg, test/dynamo/test_export.py::ExportTests::test_export_with_constant_free_function_and_class_method_multiarg_diff, test/dynamo/test_export.py::ExportTests::test_export_with_constant_global_function, test/dynamo/test_export.py::ExportTests::test_export_with_constant_in_unspecialized_nn_module, test/dynamo/test_export.py::ExportTests::test_export_with_constant_list_nonzero, test/dynamo/test_export.py::ExportTests::test_export_with_constant_list_nonzero_free_function, test/dynamo/test_export.py::ExportTests::test_export_with_constant_method_on_module, test/dynamo/test_export.py::ExportTests::test_export_with_constant_method_on_module_invoke_twice, test/dynamo/test_export.py::ExportTests::test_export_with_constant_none_control_flow, test/dynamo/test_export.py::ExportTests::test_export_with_constant_none_control_flow_free_func, test/dynamo/test_export.py::ExportTests::test_export_with_constant_not_none_control_flow, test/dynamo/test_export.py::ExportTests::test_export_with_constant_not_none_control_flow_free_func, test/dynamo/test_export.py::ExportTests::test_export_with_constant_not_none_control_flow_pos, test/dynamo/test_export.py::ExportTests::test_export_with_constant_not_return_const, test/dynamo/test_export.py::ExportTests::test_export_with_constant_tuple_nonzero, test/dynamo/test_export.py::ExportTests::test_export_with_functools_wrapped_fn, test/dynamo/test_export.py::ExportTests::test_export_with_functools_wrapped_method, test/dynamo/test_export.py::ExportTests::test_export_with_kwargs, test/dynamo/test_export.py::ExportTests::test_export_with_kwargs_and_empty_args, test/dynamo/test_export.py::ExportTests::test_export_with_kwargs_with_default_None, test/dynamo/test_export.py::ExportTests::test_export_with_kwargs_with_default_float, test/dynamo/test_export.py::ExportTests::test_export_with_kwargs_with_default_tensor, test/dynamo/test_export.py::ExportTests::test_export_with_kwargs_with_default_tuple, test/dynamo/test_export.py::ExportTests::test_export_with_map_cond, test/dynamo/test_export.py::ExportTests::test_export_with_map_zero_sized_tensor, test/dynamo/test_export.py::ExportTests::test_export_with_map_zero_sized_tensor_suppress_errors, test/dynamo/test_export.py::ExportTests::test_export_with_module_layer, test/dynamo/test_export.py::ExportTests::test_export_with_nonzero_static, test/dynamo/test_export.py::ExportTests::test_export_with_shallow_list_copy_with_side_effects, test/dynamo/test_export.py::ExportTests::test_export_with_shallow_list_copy_wo_side_effects, test/dynamo/test_export.py::ExportTests::test_export_with_stack_trace, test/dynamo/test_export.py::ExportTests::test_export_with_symbool_inputs, test/dynamo/test_export.py::ExportTests::test_export_with_wrapped_fn, test/dynamo/test_export.py::ExportTests::test_exported_graph_serialization, test/dynamo/test_export.py::ExportTests::test_func_return, test/dynamo/test_export.py::ExportTests::test_func_return_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_fx_pytree, test/dynamo/test_export.py::ExportTests::test_immutable_list_dict, test/dynamo/test_export.py::ExportTests::test_input_container_type, test/dynamo/test_export.py::ExportTests::test_invalid_input_global, test/dynamo/test_export.py::ExportTests::test_invalid_input_global_multiple_access, test/dynamo/test_export.py::ExportTests::test_invalid_input_nonlocal, test/dynamo/test_export.py::ExportTests::test_invalid_input_unused_nonlocal_ok, test/dynamo/test_export.py::ExportTests::test_list_contains, test/dynamo/test_export.py::ExportTests::test_list_not_contains, test/dynamo/test_export.py::ExportTests::test_list_unpack, test/dynamo/test_export.py::ExportTests::test_list_unpack_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_map_cond_param_buffer_lifted, test/dynamo/test_export.py::ExportTests::test_mixed_real_and_fake_inputs, test/dynamo/test_export.py::ExportTests::test_multiple_outputs_op_with_evaluator, test/dynamo/test_export.py::ExportTests::test_nested_cond_op_param_buffer_lifted, test/dynamo/test_export.py::ExportTests::test_no_tensor_computation, test/dynamo/test_export.py::ExportTests::test_no_tensor_computation_2, test/dynamo/test_export.py::ExportTests::test_no_tensor_computation_2_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_no_tensor_computation_fail, test/dynamo/test_export.py::ExportTests::test_not_functionalize, test/dynamo/test_export.py::ExportTests::test_param_buffer_safe_from_mutation_recurse, test/dynamo/test_export.py::ExportTests::test_param_buffer_safe_from_mutation_simple, test/dynamo/test_export.py::ExportTests::test_pre_dispatch_simple, test/dynamo/test_export.py::ExportTests::test_predispatch_with_for_out_dtype, test/dynamo/test_export.py::ExportTests::test_predispatch_with_for_out_dtype_nested, test/dynamo/test_export.py::ExportTests::test_predispatch_with_higher_order, test/dynamo/test_export.py::ExportTests::test_predispatch_with_higher_order_nested, test/dynamo/test_export.py::ExportTests::test_preserve_fx_node_metadata, test/dynamo/test_export.py::ExportTests::test_preserve_fx_node_metadata_graph_break, test/dynamo/test_export.py::ExportTests::test_preserve_fx_node_metadata_inline, test/dynamo/test_export.py::ExportTests::test_preserve_fx_node_metadata_recompile, test/dynamo/test_export.py::ExportTests::test_remove_redundant_dynamic_dim_in_error_message, test/dynamo/test_export.py::ExportTests::test_retracibility, test/dynamo/test_export.py::ExportTests::test_retracibility_dict_container_inp_out, test/dynamo/test_export.py::ExportTests::test_retracibility_nested_list_out, test/dynamo/test_export.py::ExportTests::test_round_dynamic_shapes, test/dynamo/test_export.py::ExportTests::test_strict_fake_tensor_prop_real_tensors, test/dynamo/test_export.py::ExportTests::test_subclass_parameters, test/dynamo/test_export.py::ExportTests::test_sum_param, test/dynamo/test_export.py::ExportTests::test_sym_contains, test/dynamo/test_export.py::ExportTests::test_symbolic_tracing_within_fake_mode_with_constraints, test/dynamo/test_export.py::ExportTests::test_symbolic_tracing_within_fake_mode_with_constraints_with_parameters, test/dynamo/test_export.py::ExportTests::test_symbool, test/dynamo/test_export.py::ExportTests::test_torch_inference_mode_ctx, test/dynamo/test_export.py::ExportTests::test_trivial_constraint, test/dynamo/test_export.py::ExportTests::test_uncaptured_higher_order_op_error_not_suppresed, test/dynamo/test_export.py::ExportTests::test_untracked_inputs_in_constraints, test/dynamo/test_export.py::ExportTests::test_zeroes_in_and_out_different_shape_on_test, test/dynamo/test_export.py::ExportTests::test_zeroes_in_and_out_different_shape_on_test_with_aten_graph, test/dynamo/test_export.py::ExportTests::test_zeroes_in_new_shape_scalar_out, test/dynamo/test_export.py::ExportTests::test_zeroes_in_new_shape_scalar_out_permute, test/dynamo/test_export.py::ExportTests::test_zeroes_in_new_shape_scalar_out_permute_dupe_and_bypass, test/dynamo/test_export.py::ExportTestsDeviceCUDA::test_export_fast_binary_broadcast_check_cuda, test/dynamo/test_export.py::ExportTestsDeviceCUDA::test_export_fast_binary_broadcast_check_unbacked_cuda, test/dynamo/test_export.py::ExportTestsDeviceCUDA::test_export_with_parameters_cuda 2025-10-10T01:56:43.8789258Z 2025-10-10T01:56:43.8789589Z Running dynamo/test_hooks 1/1 ... [2025-10-10 01:56:43.865177] 2025-10-10T01:56:43.8790297Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:56:43.8792269Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_hooks.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:56:43.865508] 2025-10-10T01:56:56.7702528Z 2025-10-10T01:56:56.7703796Z dynamo/test_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_higher_order_ops_1.1_3ccb042c30dac963_.log 2025-10-10T01:56:56.7767693Z Running 229 items in this shard: test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_access_module_attr, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_allow_python_side_effects_utility, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_constants, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_global_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_global_num_adds_guard, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_input_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_numpy_number, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_tracked, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_tracked_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_global, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_global_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_nonlocal, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_value_created_in_subgraph, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_concat_unbacked_shape_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_branches_no_arguments, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_branches_no_arguments_no_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_free_variable_in_both_branches, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_graph_break_in_one_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_pytree_operands, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_pytree_operands_with_non_tensor_leaves, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_side_effect_in_one_branches, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_with_constant_pred, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_with_empty_operands, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_dynamic_shapes_over_vmap_batch_size, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_enum_arg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_error_message_sane, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fallback_on_graph_break_complicated, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fallback_on_graph_break_simple, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_flat_list_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fn_with_kwargs_in_torch_ops, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_freevars_as_inputs_to_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_grad_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_incorrect_type, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_no_hints, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_pytree_inputs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hooks, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hopify_generic_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_inlined_functions, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_internal_nonlocal, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensor_constant, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensors_with_compound_expressions, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensors_with_shared_symbols, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_make_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_example_value_metadata_consistent_with_eager, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_kwargs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_lowers_to_graph, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_multi_return, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_pytree_return, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_side_effect, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_symint_input, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_modules, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_nested_tuple_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_nested_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_no_freevars, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_output_with_dict, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_register_mode, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_register_subclass, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_var, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_var_used_multiple_times, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_vars, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_same_freevar_twice, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_in_body, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_local_list_append_no_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_list, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_num_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_tensor_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_num_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_nested_nonlocal_list_append_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_nonlocal_list_append_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_support_float_in_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_symint_in_slice, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_symint_input, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_and_unbacked_symbol_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_to_list_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_with_unbacked_shape_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_unbacked_symbol_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_vmap_multiply_scalar, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_vmap_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_all_kwarg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_allow_local_assign_in_body_fn, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default_else_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default_if_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_int, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_only, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_recompile, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_not_const_symint_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_with_symint_constant, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_kwargs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_dual_level_guard, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_emit_functorch_guard_if_active, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_grad_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_jvp_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_linearize_recompiles, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_grad_guard_ok, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_grad_vmap_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_fail_different_state, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_ok, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_recompile_different_states, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call_disable_inline_nn_module, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call_sequential_params_and_buffers, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_capture_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_closure_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_fn_with_kwargs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_freevar_python_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_freevar_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_non_tensor_input, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_over_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_pytree, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_recompile, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_two_tensor_all_grad_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_two_tensor_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_with_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_with_side_effect, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_hessian, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_hessian_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_randomness, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_two_tensors_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev_two_tensors_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_freevar_python_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_freevar_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_jvp, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_simple, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_enable_disable_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_linearize_jvp_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_multiple_outputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_multiple_outputs_python_struct, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_free_const, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_free_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_get_wrapped, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_kwargs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_in_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_out_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_diff_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_out_dims_tuple, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_implicit_via_op, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_in_body, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_unused_in_body, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_out_dims_None, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_over_vmap_captured, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_over_vmap_two_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_previous_illegal_op_no_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_pytree_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_different_config, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_same_config, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_with_randomness, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_side_effects, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_side_effects_append_input, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_two_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_two_inputs_tuple_in_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_conditional_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break_2, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break_lambda, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_invalid_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_mismatched_output, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_dropout, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_dropout_inductor, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_fallback, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_flop_counter_for_cond, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_flop_counter_for_cond_unbalanced_branches, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_flop_counter_for_nested_cond, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_function, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_function_with_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_module, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_non_aliasing_util, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_override_fallthrough_dispatch_key, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_auto_functionalize_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_cond_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_invoke_quant_packed_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_invoke_quant_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_invoke_subgraph_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_while_loop_stack_output_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_auto_functionalize_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_cond_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_invoke_quant_packed_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_invoke_quant_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_invoke_subgraph_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_while_loop_stack_output_simple_cuda_float32 2025-10-10T01:56:56.7834001Z 2025-10-10T01:56:56.7834220Z Running dynamo/test_inline_and_install 1/1 ... [2025-10-10 01:56:56.770288] 2025-10-10T01:56:56.7834637Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:56:56.7835466Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_inline_and_install.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:56:56.770641] 2025-10-10T01:57:05.2256097Z 2025-10-10T01:57:05.2256917Z dynamo/test_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_hooks_1.1_2b4e512c61dbd31d_.log 2025-10-10T01:57:05.2266298Z Running 34 items in this shard: test/dynamo/test_hooks.py::HooksTests::test_complex_state_mutation_in_intermediary_hooks_same_on_inductor, test/dynamo/test_hooks.py::HooksTests::test_complex_state_mutation_in_intermediary_hooks_same_on_inductor_with_graph_break, test/dynamo/test_hooks.py::HooksTests::test_functools_arg_vary, test/dynamo/test_hooks.py::HooksTests::test_global_module_forward_pre_hook, test/dynamo/test_hooks.py::HooksTests::test_hook_with_closure, test/dynamo/test_hooks.py::HooksTests::test_hook_with_nested_closure, test/dynamo/test_hooks.py::HooksTests::test_input_hooks_same, test/dynamo/test_hooks.py::HooksTests::test_intermediary_hooks, test/dynamo/test_hooks.py::HooksTests::test_intermediary_hooks_same_on_aot_eager, test/dynamo/test_hooks.py::HooksTests::test_intermediary_hooks_same_on_inductor, test/dynamo/test_hooks.py::HooksTests::test_intermediate_hook_with_closure_aot, test/dynamo/test_hooks.py::HooksTests::test_intermediate_hook_with_closure_eager, test/dynamo/test_hooks.py::HooksTests::test_nnmodule_hook_guards, test/dynamo/test_hooks.py::HooksTests::test_no_recompile_on_hook_identity_change, test/dynamo/test_hooks.py::HooksTests::test_no_recompile_on_same_hook, test/dynamo/test_hooks.py::HooksTests::test_post_acc_grad_hook, test/dynamo/test_hooks.py::HooksTests::test_recompile, test/dynamo/test_hooks.py::HooksTests::test_register_hook_partial_guarding, test/dynamo/test_hooks.py::HooksTests::test_removed_handle_return, test/dynamo/test_hooks.py::HooksTests::test_tensor_only_register_hook_in_graph_lambda, test/dynamo/test_hooks.py::HooksTests::test_tensor_only_register_hook_in_graph_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_only_register_hook_in_graph_local_inner, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_global_hook, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_global_hooks_handles_in_list, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_break_handle_lambda, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_break_handle_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_lambda, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_multi_handle_return, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_repeated_handle_not_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_repeated_handle_return, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_multiple_hooks, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_multiple_hooks_handles_in_list, test/dynamo/test_hooks.py::HooksTests::test_wrap_top_frame_with_hooks 2025-10-10T01:57:05.2275871Z 2025-10-10T01:57:05.2276138Z Running dynamo/test_nested_graph_breaks 1/1 ... [2025-10-10 01:57:05.225193] 2025-10-10T01:57:05.2277038Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:57:05.2278238Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_nested_graph_breaks.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:57:05.225579] 2025-10-10T01:57:15.1640458Z 2025-10-10T01:57:15.1642050Z dynamo/test_nested_graph_breaks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_nested_graph_breaks_1.1_4a7a6835729de0de_.log 2025-10-10T01:57:15.1653265Z Running 16 items in this shard: test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_cells, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_cells_double_graph_break, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_differing_arg_nums, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_differing_locals_nums, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_doubly_nested_graph_break, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_inactive_ctx_manager, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_nested_graph_break_in_loop, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_nested_graph_break_in_try_block, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_nested_step_unsupported, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_no_recompiles, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_side_effects_cells, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_side_effects_globals, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_side_effects_globals_different_module, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_single_graph_break, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_single_graph_break_repeat, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_supported_ctx_manager 2025-10-10T01:57:15.1663686Z 2025-10-10T01:57:15.1664038Z Running dynamo/test_nops 1/1 ... [2025-10-10 01:57:15.163827] 2025-10-10T01:57:15.1664755Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:57:15.1666569Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_nops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:57:15.164451] 2025-10-10T01:57:18.6877904Z 2025-10-10T01:57:18.6879817Z dynamo/test_nops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_nops_1.1_a206f7953691d0af_.log 2025-10-10T01:57:18.6882710Z Running 4 items in this shard: test/dynamo/test_nops.py::NopTests::test1, test/dynamo/test_nops.py::NopTests::test2, test/dynamo/test_nops.py::NopTests::test3, test/dynamo/test_nops.py::NopTests::test_extended_args 2025-10-10T01:57:18.6884463Z 2025-10-10T01:57:18.6884933Z Running dynamo/test_optimizers 1/1 ... [2025-10-10 01:57:18.687592] 2025-10-10T01:57:18.6885773Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:57:18.6887840Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_optimizers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:57:18.688230] 2025-10-10T01:57:23.6639187Z 2025-10-10T01:57:23.6640377Z dynamo/test_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_optimizers_1.1_049526ab93f08f64_.log 2025-10-10T01:57:23.6643729Z Running 3 items in this shard: test/dynamo/test_optimizers.py::End2EndTests::test_init_group, test/dynamo/test_optimizers.py::End2EndTests::test_optimizing_over_tensor_with_requires_grad, test/dynamo/test_optimizers.py::End2EndTests::test_state_dict 2025-10-10T01:57:23.6645865Z 2025-10-10T01:57:23.6646200Z Running dynamo/test_pgo 1/1 ... [2025-10-10 01:57:23.663792] 2025-10-10T01:57:23.6646901Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:57:23.6649344Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pgo.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:57:23.664427] 2025-10-10T01:57:41.8791111Z 2025-10-10T01:57:41.8792590Z dynamo/test_inline_and_install 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_inline_and_install_1.1_fe95b438a3b0febd_.log 2025-10-10T01:57:41.8867206Z Running 184 items in this shard: test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_access_class_method_from_user_class_attr_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_access_class_method_from_user_class_builtin_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_byte_tensor_does_not_crash_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_capture_symbolic_tracing_simple_within_fake_mode_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_capture_symbolic_tracing_within_fake_mode_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_free_variables_overlapping_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_op_param_buffer_lifted_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_branch_args_mismatch_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_branch_return_multiple_tensors_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_branch_return_non_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_mismatch_return_length_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_mismatch_return_tensor_meta_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_missing_args_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_non_list_operands_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_non_tensor_operands_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_unsupported_pred_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_supported_pred_types_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_constraint_violation_error_messages_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dataclass_input_output_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dict_return_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dict_return_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_2_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_2_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_reorder_with_non_tensor_arg_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_reorder_with_non_tensor_arg_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_non_tensor_arg_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_non_tensor_arg_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_non_tensor_output_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_non_tensor_output_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamic_slicing_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamic_slicing_invalid_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamic_slicing_simple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamo_enum_in_tuple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamo_list_index_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_empty_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_enforce_equalities_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_compare_optimize_with_make_fx_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_cond_in_aten_symbolic_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_control_flow_with_getattr_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_decomp_asserts_bad_args_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_decomp_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_defaults_ok_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_dynamic_control_flow_error_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_dynamic_dim_cleanup_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_dynamic_dim_not_1_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_dynamic_dim_range_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_bypass_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_bypass_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_with_complex_reorder_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_with_complex_reorder_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_with_list_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_with_list_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_identity_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_masking_with_no_grad_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_meta_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_meta_val_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_mismatched_out_2_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_mismatched_out_2_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_mismatched_out_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_mismatched_out_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_module_specify_constraints_signature_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_multi_dynamic_dim_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_multi_dynamic_dim_unsafe_relationship_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_nn_module_stack_patched_module_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_no_raise_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_no_tensor_computation_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_pass_arg_by_name_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_pass_arg_by_name_star_args_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_persist_assert_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_preserve_constraints_as_metadata_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_preserves_nn_module_stack_for_get_attr_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_raise_guard_full_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_raise_guard_partial_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_raise_on_relationship_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_shape_control_flow_1_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_specialized_int_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_symbolic_shape_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_and_empty_kwargs_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_with_default_None_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_with_default_float_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_with_default_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_with_default_tuple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_builtin_op_on_assume_constant_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_cond_branches_calling_methods_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_cond_closure_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_cond_dynamic_shape_pred_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_cond_with_closed_function_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_dict_values_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_free_function_and_class_method_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_free_function_and_class_method_multiarg_diff_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_free_function_and_class_method_multiarg_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_free_function_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_global_function_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_in_unspecialized_nn_module_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_list_nonzero_free_function_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_list_nonzero_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_method_on_module_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_method_on_module_invoke_twice_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_none_control_flow_free_func_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_none_control_flow_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_not_none_control_flow_free_func_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_not_none_control_flow_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_not_none_control_flow_pos_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_not_return_const_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_tuple_nonzero_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_functools_wrapped_fn_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_functools_wrapped_method_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_and_empty_args_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_with_default_None_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_with_default_float_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_with_default_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_with_default_tuple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_map_cond_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_map_zero_sized_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_map_zero_sized_tensor_suppress_errors_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_module_layer_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_nonzero_static_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_shallow_list_copy_with_side_effects_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_shallow_list_copy_wo_side_effects_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_stack_trace_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_symbool_inputs_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_wrapped_fn_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_exported_graph_serialization_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_func_return_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_func_return_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_fx_pytree_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_immutable_list_dict_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_input_container_type_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_invalid_input_global_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_invalid_input_global_multiple_access_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_invalid_input_nonlocal_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_invalid_input_unused_nonlocal_ok_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_list_contains_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_list_not_contains_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_list_unpack_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_list_unpack_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_map_cond_param_buffer_lifted_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_mixed_real_and_fake_inputs_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_multiple_outputs_op_with_evaluator_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_nested_cond_op_param_buffer_lifted_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_no_tensor_computation_2_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_no_tensor_computation_2_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_no_tensor_computation_fail_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_no_tensor_computation_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_not_functionalize_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_param_buffer_safe_from_mutation_recurse_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_param_buffer_safe_from_mutation_simple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_pre_dispatch_simple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_predispatch_with_for_out_dtype_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_predispatch_with_for_out_dtype_nested_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_predispatch_with_higher_order_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_predispatch_with_higher_order_nested_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_preserve_fx_node_metadata_graph_break_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_preserve_fx_node_metadata_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_preserve_fx_node_metadata_inline_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_preserve_fx_node_metadata_recompile_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_remove_redundant_dynamic_dim_in_error_message_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_retracibility_dict_container_inp_out_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_retracibility_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_retracibility_nested_list_out_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_round_dynamic_shapes_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_strict_fake_tensor_prop_real_tensors_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_subclass_parameters_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_sum_param_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_sym_contains_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_symbolic_tracing_within_fake_mode_with_constraints_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_symbolic_tracing_within_fake_mode_with_constraints_with_parameters_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_symbool_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_torch_inference_mode_ctx_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_trivial_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_uncaptured_higher_order_op_error_not_suppresed_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_untracked_inputs_in_constraints_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_and_out_different_shape_on_test_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_and_out_different_shape_on_test_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_new_shape_scalar_out_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_new_shape_scalar_out_permute_dupe_and_bypass_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_new_shape_scalar_out_permute_inline_and_install 2025-10-10T01:57:41.8931157Z 2025-10-10T01:57:41.8931321Z Running dynamo/test_pre_dispatch 1/1 ... [2025-10-10 01:57:41.880148] 2025-10-10T01:57:41.8931638Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:57:41.8932559Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pre_dispatch.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:57:41.880476] 2025-10-10T01:57:45.3029098Z 2025-10-10T01:57:45.3030494Z dynamo/test_pre_dispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pre_dispatch_1.1_1165be7b48e53d5a_.log 2025-10-10T01:57:45.3033462Z Running 3 items in this shard: test/dynamo/test_pre_dispatch.py::PreDispatchTests::test_autocast_simple, test/dynamo/test_pre_dispatch.py::PreDispatchTests::test_enable_grad_and_no_grad, test/dynamo/test_pre_dispatch.py::PreDispatchTests::test_no_grad_simple 2025-10-10T01:57:45.3037435Z 2025-10-10T01:57:45.3038622Z Running dynamo/test_precompile_context 1/1 ... [2025-10-10 01:57:45.302819] 2025-10-10T01:57:45.3039506Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:57:45.3041514Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_precompile_context.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:57:45.303133] 2025-10-10T01:57:45.9754450Z 2025-10-10T01:57:45.9755472Z dynamo/test_pgo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pgo_1.1_c5671fe70f38743f_.log 2025-10-10T01:57:45.9760597Z Running 11 items in this shard: test/dynamo/test_pgo.py::PgoTest::test_basic, test/dynamo/test_pgo.py::PgoTest::test_different_file_paths_local_pgo, test/dynamo/test_pgo.py::PgoTest::test_distinct_compile_id, test/dynamo/test_pgo.py::PgoTest::test_njt, test/dynamo/test_pgo.py::PgoTest::test_no_empty_graph_allowlist, test/dynamo/test_pgo.py::PgoTest::test_pgo_dynamic_false, test/dynamo/test_pgo.py::PgoTest::test_pgo_dynamic_params, test/dynamo/test_pgo.py::PgoTest::test_remote_basic, test/dynamo/test_pgo.py::PgoTest::test_sticky_pgo_read_write, test/dynamo/test_pgo.py::PgoTest::test_whitelist_ints_floats, test/dynamo/test_pgo.py::PgoTest::test_whitelist_suggestion 2025-10-10T01:57:45.9764847Z 2025-10-10T01:57:45.9765222Z Running dynamo/test_profiler 1/1 ... [2025-10-10 01:57:45.975704] 2025-10-10T01:57:45.9765947Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:57:45.9767808Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:57:45.976262] 2025-10-10T01:57:54.9904205Z 2025-10-10T01:57:54.9906798Z dynamo/test_precompile_context 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_precompile_context_1.1_fc9d6232c193d99a_.log 2025-10-10T01:57:54.9909961Z Running 3 items in this shard: test/dynamo/test_precompile_context.py::PrecompileContextTests::test_basic, test/dynamo/test_precompile_context.py::PrecompileContextTests::test_editable, test/dynamo/test_precompile_context.py::PrecompileContextTests::test_serialize_by_key 2025-10-10T01:57:54.9912170Z 2025-10-10T01:57:54.9912603Z Running dynamo/test_python_autograd 1/1 ... [2025-10-10 01:57:54.990034] 2025-10-10T01:57:54.9913407Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:57:54.9915293Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_autograd.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:57:54.990389] 2025-10-10T01:57:58.6129613Z 2025-10-10T01:57:58.6131060Z dynamo/test_python_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_autograd_1.1_d26c08508f1fbfd2_.log 2025-10-10T01:57:58.6135819Z Running 5 items in this shard: test/dynamo/test_python_autograd.py::TestPythonAutograd::test_backwards1, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_backwards2, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_forwards1, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_forwards2, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_split 2025-10-10T01:57:58.6139028Z 2025-10-10T01:57:58.6139438Z Running dynamo/test_python_dispatcher 1/1 ... [2025-10-10 01:57:58.612697] 2025-10-10T01:57:58.6140233Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:57:58.6142147Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_dispatcher.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:57:58.613049] 2025-10-10T01:57:59.9721090Z 2025-10-10T01:57:59.9722287Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_1ed67705b8113ddc_.log 2025-10-10T01:57:59.9728997Z Running 10 items in this shard: test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_backend_compile, test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_isolated, test/dynamo/test_profiler.py::DynamoProfilerTests::test_execution_trace_dynamic_shapes, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_list_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_runtime, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup_profiler_step, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_dynamo_compiled_region, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_enabled_export 2025-10-10T01:57:59.9735239Z 2025-10-10T01:57:59.9735612Z Running dynamo/test_recompiles 1/1 ... [2025-10-10 01:57:59.971103] 2025-10-10T01:57:59.9736350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:57:59.9738195Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompiles.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:57:59.971735] 2025-10-10T01:58:02.5872065Z 2025-10-10T01:58:02.5873674Z dynamo/test_python_dispatcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_dispatcher_1.1_9a2e89b843694ef6_.log 2025-10-10T01:58:02.5878678Z Running 6 items in this shard: test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key1, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key2, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key3, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key4, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key_set_guard, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_functorch_interpreter 2025-10-10T01:58:02.5882408Z 2025-10-10T01:58:02.5882788Z Running dynamo/test_reconstruct 1/1 ... [2025-10-10 01:58:02.587194] 2025-10-10T01:58:02.5883559Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:58:02.5885432Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_reconstruct.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:58:02.587832] 2025-10-10T01:58:09.0075000Z 2025-10-10T01:58:09.0075784Z dynamo/test_recompiles 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompiles_1.1_fa98cc589eb2f777_.log 2025-10-10T01:58:09.0081296Z Running 18 items in this shard: test/dynamo/test_recompiles.py::RecompileTests::test_aliasing_guard_failures, test/dynamo/test_recompiles.py::RecompileTests::test_aliasing_guard_failures_with_globals, test/dynamo/test_recompiles.py::RecompileTests::test_ambient_autocast_recompile, test/dynamo/test_recompiles.py::RecompileTests::test_autocast_constant_fold, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_on_closed_ints, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_reduce_recompiles, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_shapes_mark_as_oblivious, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_shapes_mark_as_oblivious_fail_counterfactual, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_shapes_mark_as_unbacked, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_tensor_scalar_change, test/dynamo/test_recompiles.py::RecompileTests::test_dunder_call_recompile, test/dynamo/test_recompiles.py::RecompileTests::test_dynamic_shape_parameter_recompile, test/dynamo/test_recompiles.py::RecompileTests::test_inline_inbuilt_nn_modules_candidate, test/dynamo/test_recompiles.py::RecompileTests::test_no_recompile_over_unused_objects, test/dynamo/test_recompiles.py::RecompileTests::test_no_recursive_compile_after_cache_limit_hit, test/dynamo/test_recompiles.py::RecompileTests::test_recompiles_true_false_flop, test/dynamo/test_recompiles.py::RecompileTests::test_run_mode_after_cache_limit_hit, test/dynamo/test_recompiles.py::RecompileTests::test_simple_module_recompile 2025-10-10T01:58:09.0086191Z 2025-10-10T01:58:09.0086365Z Running dynamo/test_reorder_logs 1/1 ... [2025-10-10 01:58:09.006783] 2025-10-10T01:58:09.0086694Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:58:09.0087480Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_reorder_logs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:58:09.007077] 2025-10-10T01:58:09.4675550Z 2025-10-10T01:58:09.4676300Z dynamo/test_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reconstruct_1.1_9d1b815c4bbd9e2f_.log 2025-10-10T01:58:09.4681139Z Running 16 items in this shard: test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_clear_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_del_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_get_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_optimize_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_pop_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_popitem_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_popitem_reconstruct_graph_break, test/dynamo/test_reconstruct.py::ReconstructTest::test_create_dict_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_functional_call_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_functional_call_reconstruct_2, test/dynamo/test_reconstruct.py::ReconstructTest::test_graph_break_in_wrapped_nested_function, test/dynamo/test_reconstruct.py::ReconstructTest::test_graph_break_in_wrapped_skipped_function, test/dynamo/test_reconstruct.py::ReconstructTest::test_graph_break_in_wrapped_user_function, test/dynamo/test_reconstruct.py::ReconstructTest::test_graph_break_in_wrapped_user_method, test/dynamo/test_reconstruct.py::ReconstructTest::test_tma_experimental_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_tma_stable_reconstruct 2025-10-10T01:58:09.4685516Z 2025-10-10T01:58:09.4687536Z Running dynamo/test_resume 1/1 ... [2025-10-10 01:58:09.467698] 2025-10-10T01:58:09.4687872Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:58:09.4688939Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_resume.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:58:09.468030] 2025-10-10T01:58:12.7939255Z 2025-10-10T01:58:12.7940629Z dynamo/test_resume 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_resume_1.1_e41d9a09a6754f09_.log 2025-10-10T01:58:12.7942274Z Running 1 items in this shard: test/dynamo/test_resume.py::ResumeFunctionTests::test_freevars 2025-10-10T01:58:12.7943002Z 2025-10-10T01:58:12.7943331Z Running dynamo/test_sdpa 1/1 ... [2025-10-10 01:58:12.793564] 2025-10-10T01:58:12.7944037Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:58:12.7945887Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sdpa.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:58:12.793941] 2025-10-10T01:58:13.1308978Z 2025-10-10T01:58:13.1310665Z dynamo/test_reorder_logs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reorder_logs_1.1_637bb1d68dda50c2_.log 2025-10-10T01:58:13.1320951Z Running 14 items in this shard: test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method0_fn0_should_ignore_logger_False, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method1_fn1_should_ignore_logger_False, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method2_fn2_should_ignore_logger_False, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method3_fn3_should_ignore_logger_False, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method4_fn4_should_ignore_logger_True, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method5_fn5_should_ignore_logger_True, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method6_fn6_should_ignore_logger_True, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method7_fn7_should_ignore_logger_True, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_constant_mutation, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_dont_reorder_print, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_reorder_custom_log_fn, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_reorder_print, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_reorder_print_graph_break, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_reorder_warnings 2025-10-10T01:58:13.1325792Z 2025-10-10T01:58:13.1325962Z Running dynamo/test_sets 1/1 ... [2025-10-10 01:58:13.130793] 2025-10-10T01:58:13.1326331Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:58:13.1327270Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sets.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:58:13.131412] 2025-10-10T01:58:17.1180458Z 2025-10-10T01:58:17.1182163Z dynamo/test_sdpa 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sdpa_1.1_ae0a34f118ceac03_.log 2025-10-10T01:58:17.1186724Z Running 6 items in this shard: test/dynamo/test_sdpa.py::TestSDPA::test_graph_break_SDPAParams, test/dynamo/test_sdpa.py::TestSDPA::test_input_SDPAParams, test/dynamo/test_sdpa.py::TestSDPA::test_intermediate_attr_access_SDPAParams, test/dynamo/test_sdpa.py::TestSDPA::test_returns_SDPAParams, test/dynamo/test_sdpa.py::TestSDPA::test_sdpa_c_functions_no_graph_break, test/dynamo/test_sdpa.py::TestSDPA::test_sdpa_kernel_decorator_with_compile 2025-10-10T01:58:17.1189644Z 2025-10-10T01:58:17.1190041Z Running dynamo/test_skip_non_tensor 1/1 ... [2025-10-10 01:58:17.117908] 2025-10-10T01:58:17.1190816Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:58:17.1193597Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_skip_non_tensor.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:58:17.118523] 2025-10-10T01:58:20.9929036Z 2025-10-10T01:58:20.9930741Z dynamo/test_skip_non_tensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_skip_non_tensor_1.1_a18f5bd0559890f6_.log 2025-10-10T01:58:20.9934362Z Running 8 items in this shard: test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_add_skip, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_add_tensor1, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_add_tensor2, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_add_tensor_dict, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_add_tensor_list, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_custom_list, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_do_not_skip_side_effects, test/dynamo/test_skip_non_tensor.py::SkipNonTensorTests::test_recursive_list 2025-10-10T01:58:20.9936564Z 2025-10-10T01:58:20.9936741Z Running dynamo/test_sources 1/1 ... [2025-10-10 01:58:20.992872] 2025-10-10T01:58:20.9937122Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:58:20.9938092Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sources.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:58:20.993235] 2025-10-10T01:58:22.4675149Z 2025-10-10T01:58:22.4676070Z dynamo/test_sets 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sets_1.1_5a525efc72cdb85c_.log 2025-10-10T01:58:22.4727701Z Running 124 items in this shard: test/dynamo/test_sets.py::CustomSetTests::test_custom_add, test/dynamo/test_sets.py::CustomSetTests::test_custom_contains, test/dynamo/test_sets.py::MiscTests::test_isdisjoint_with_generator, test/dynamo/test_sets.py::TestSetGuards::test_in_guard, test/dynamo/test_sets.py::TestSetGuards::test_set_guard_on_keys_change, test/dynamo/test_sets.py::TestSetGuards::test_set_multiple_types, test/dynamo/test_sets.py::TestSetGuards::test_set_recompile_on_key_change, test/dynamo/test_sets.py::TestSetGuards::test_set_recompile_on_key_pop, test/dynamo/test_sets.py::TestSetGuards::test_set_with_function, test/dynamo/test_sets.py::TestSetGuards::test_set_with_tensors, test/dynamo/test_sets.py::FrozensetTests::test_binop_and, test/dynamo/test_sets.py::FrozensetTests::test_binop_or, test/dynamo/test_sets.py::FrozensetTests::test_binop_sub, test/dynamo/test_sets.py::FrozensetTests::test_binop_xor, test/dynamo/test_sets.py::FrozensetTests::test_cmp_eq, test/dynamo/test_sets.py::FrozensetTests::test_cmp_greater_than, test/dynamo/test_sets.py::FrozensetTests::test_cmp_greater_than_or_equal, test/dynamo/test_sets.py::FrozensetTests::test_cmp_less_than, test/dynamo/test_sets.py::FrozensetTests::test_cmp_less_than_or_equal, test/dynamo/test_sets.py::FrozensetTests::test_cmp_ne, test/dynamo/test_sets.py::FrozensetTests::test_constructor_iterable, test/dynamo/test_sets.py::FrozensetTests::test_contains, test/dynamo/test_sets.py::FrozensetTests::test_copy, test/dynamo/test_sets.py::FrozensetTests::test_difference, test/dynamo/test_sets.py::FrozensetTests::test_equality, test/dynamo/test_sets.py::FrozensetTests::test_in_frozenset, test/dynamo/test_sets.py::FrozensetTests::test_intersection, test/dynamo/test_sets.py::FrozensetTests::test_isdisjoint, test/dynamo/test_sets.py::FrozensetTests::test_issubset, test/dynamo/test_sets.py::FrozensetTests::test_issuperset, test/dynamo/test_sets.py::FrozensetTests::test_symmetric_difference, test/dynamo/test_sets.py::FrozensetTests::test_to_frozenset, test/dynamo/test_sets.py::FrozensetTests::test_to_set, test/dynamo/test_sets.py::FrozensetTests::test_union, test/dynamo/test_sets.py::SetTests::test_add, test/dynamo/test_sets.py::SetTests::test_binop_and, test/dynamo/test_sets.py::SetTests::test_binop_or, test/dynamo/test_sets.py::SetTests::test_binop_sub, test/dynamo/test_sets.py::SetTests::test_binop_xor, test/dynamo/test_sets.py::SetTests::test_clear, test/dynamo/test_sets.py::SetTests::test_cmp_eq, test/dynamo/test_sets.py::SetTests::test_cmp_greater_than, test/dynamo/test_sets.py::SetTests::test_cmp_greater_than_or_equal, test/dynamo/test_sets.py::SetTests::test_cmp_less_than, test/dynamo/test_sets.py::SetTests::test_cmp_less_than_or_equal, test/dynamo/test_sets.py::SetTests::test_cmp_ne, test/dynamo/test_sets.py::SetTests::test_constructor_iterable, test/dynamo/test_sets.py::SetTests::test_contains, test/dynamo/test_sets.py::SetTests::test_copy, test/dynamo/test_sets.py::SetTests::test_difference, test/dynamo/test_sets.py::SetTests::test_difference_update, test/dynamo/test_sets.py::SetTests::test_discard, test/dynamo/test_sets.py::SetTests::test_equality, test/dynamo/test_sets.py::SetTests::test_in_frozenset, test/dynamo/test_sets.py::SetTests::test_intersection, test/dynamo/test_sets.py::SetTests::test_intersection_update, test/dynamo/test_sets.py::SetTests::test_isdisjoint, test/dynamo/test_sets.py::SetTests::test_issubset, test/dynamo/test_sets.py::SetTests::test_issuperset, test/dynamo/test_sets.py::SetTests::test_pop, test/dynamo/test_sets.py::SetTests::test_remove, test/dynamo/test_sets.py::SetTests::test_symmetric_difference, test/dynamo/test_sets.py::SetTests::test_symmetric_difference_update, test/dynamo/test_sets.py::SetTests::test_to_frozenset, test/dynamo/test_sets.py::SetTests::test_to_set, test/dynamo/test_sets.py::SetTests::test_union, test/dynamo/test_sets.py::SetTests::test_update, test/dynamo/test_sets.py::UserDefinedSetTests::test_add, test/dynamo/test_sets.py::UserDefinedSetTests::test_binop_and, test/dynamo/test_sets.py::UserDefinedSetTests::test_binop_or, test/dynamo/test_sets.py::UserDefinedSetTests::test_binop_sub, test/dynamo/test_sets.py::UserDefinedSetTests::test_binop_xor, test/dynamo/test_sets.py::UserDefinedSetTests::test_clear, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_eq, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_greater_than, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_greater_than_or_equal, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_less_than, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_less_than_or_equal, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_ne, test/dynamo/test_sets.py::UserDefinedSetTests::test_constructor_iterable, test/dynamo/test_sets.py::UserDefinedSetTests::test_contains, test/dynamo/test_sets.py::UserDefinedSetTests::test_copy, test/dynamo/test_sets.py::UserDefinedSetTests::test_difference, test/dynamo/test_sets.py::UserDefinedSetTests::test_difference_update, test/dynamo/test_sets.py::UserDefinedSetTests::test_discard, test/dynamo/test_sets.py::UserDefinedSetTests::test_equality, test/dynamo/test_sets.py::UserDefinedSetTests::test_in_frozenset, test/dynamo/test_sets.py::UserDefinedSetTests::test_intersection, test/dynamo/test_sets.py::UserDefinedSetTests::test_intersection_update, test/dynamo/test_sets.py::UserDefinedSetTests::test_isdisjoint, test/dynamo/test_sets.py::UserDefinedSetTests::test_issubset, test/dynamo/test_sets.py::UserDefinedSetTests::test_issuperset, test/dynamo/test_sets.py::UserDefinedSetTests::test_pop, test/dynamo/test_sets.py::UserDefinedSetTests::test_remove, test/dynamo/test_sets.py::UserDefinedSetTests::test_symmetric_difference, test/dynamo/test_sets.py::UserDefinedSetTests::test_symmetric_difference_update, test/dynamo/test_sets.py::UserDefinedSetTests::test_to_frozenset, test/dynamo/test_sets.py::UserDefinedSetTests::test_to_set, test/dynamo/test_sets.py::UserDefinedSetTests::test_union, test/dynamo/test_sets.py::UserDefinedSetTests::test_update, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_binop_and, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_binop_or, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_binop_sub, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_binop_xor, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_eq, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_greater_than, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_greater_than_or_equal, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_less_than, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_less_than_or_equal, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_ne, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_constructor_iterable, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_contains, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_copy, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_difference, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_equality, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_in_frozenset, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_intersection, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_isdisjoint, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_issubset, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_issuperset, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_symmetric_difference, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_to_frozenset, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_to_set, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_union 2025-10-10T01:58:22.4778813Z 2025-10-10T01:58:22.4779179Z Running dynamo/test_subclasses 1/1 ... [2025-10-10 01:58:22.467378] 2025-10-10T01:58:22.4779929Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:58:22.4781809Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_subclasses.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:58:22.467965] 2025-10-10T01:58:24.4660438Z 2025-10-10T01:58:24.4661639Z dynamo/test_sources 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sources_1.1_e1301b7208b57aaa_.log 2025-10-10T01:58:24.4664081Z Running 3 items in this shard: test/dynamo/test_sources.py::SourceTests::test_is_local, test/dynamo/test_sources.py::SourceTests::test_property_closure, test/dynamo/test_sources.py::SourceTests::test_supported_nodes 2025-10-10T01:58:24.4665552Z 2025-10-10T01:58:24.4665940Z Running export/test_lift_unlift 1/1 ... [2025-10-10 01:58:24.465877] 2025-10-10T01:58:24.4666680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:58:24.4672547Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_lift_unlift.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:58:24.466513] 2025-10-10T01:58:27.6888040Z 2025-10-10T01:58:27.6888819Z export/test_lift_unlift 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_lift_unlift_1.1_28a33fb64f55a9a9_.log 2025-10-10T01:58:27.6890664Z Running 5 items in this shard: test/export/test_lift_unlift.py::TestLift::test_duplicate_constant_access, test/export/test_lift_unlift.py::TestLift::test_lift_basic, test/export/test_lift_unlift.py::TestLift::test_lift_nested, test/export/test_lift_unlift.py::TestLift::test_unlift_nonpersistent_buffer, test/export/test_lift_unlift.py::ConstantAttrMapTest::test_dict_api 2025-10-10T01:58:27.6893111Z 2025-10-10T01:58:27.6893459Z Running export/test_package 1/1 ... [2025-10-10 01:58:27.688629] 2025-10-10T01:58:27.6894173Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:58:27.6895980Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_package.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:58:27.688952] 2025-10-10T01:58:31.0614432Z 2025-10-10T01:58:31.0615965Z export/test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_package_1.1_e0a64f3a8758162e_.log 2025-10-10T01:58:31.0618434Z Running 4 items in this shard: test/export/test_package.py::TestPackage::test_basic, test/export/test_package.py::TestPackage::test_error, test/export/test_package.py::TestPackage::test_more_than_once, test/export/test_package.py::TestPackage::test_overloads 2025-10-10T01:58:31.0620073Z 2025-10-10T01:58:31.0620408Z Running export/test_pass_infra 1/1 ... [2025-10-10 01:58:31.061470] 2025-10-10T01:58:31.0621024Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:58:31.0627225Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_pass_infra.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:58:31.062068] 2025-10-10T01:58:39.2952191Z 2025-10-10T01:58:39.2953621Z export/test_pass_infra 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_pass_infra_1.1_d16735d3bc4e14bf_.log 2025-10-10T01:58:39.2957434Z Running 5 items in this shard: test/export/test_pass_infra.py::TestPassInfra::test_cond, test/export/test_pass_infra.py::TestPassInfra::test_export_pass_base, test/export/test_pass_infra.py::TestPassInfra::test_graph_signature_updated_after_transformation, test/export/test_pass_infra.py::TestPassInfra::test_node_name_stability, test/export/test_pass_infra.py::TestPassInfra::test_replace_hook_basic 2025-10-10T01:58:39.2960148Z 2025-10-10T01:58:39.2960483Z Running export/test_passes 1/1 ... [2025-10-10 01:58:39.295054] 2025-10-10T01:58:39.2961296Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:58:39.2963456Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_passes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:58:39.295606] 2025-10-10T01:59:13.2445490Z 2025-10-10T01:59:13.2449480Z dynamo/test_subclasses 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_subclasses_1.1_722e46711edc1198_.log 2025-10-10T01:59:13.2497174Z Running 125 items in this shard: test/dynamo/test_subclasses.py::SubclassTests::test_as_subclass_attr_mutation, test/dynamo/test_subclasses.py::SubclassTests::test_base_torch_function_tracing, test/dynamo/test_subclasses.py::SubclassTests::test_compile_higher_order_with_functionalization, test/dynamo/test_subclasses.py::SubclassTests::test_compile_with_fake_tensor_automatic_dynamic, test/dynamo/test_subclasses.py::SubclassTests::test_compile_with_fake_tensor_dynamic_dim, test/dynamo/test_subclasses.py::SubclassTests::test_compile_with_functionalization, test/dynamo/test_subclasses.py::SubclassTests::test_disable_all_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_disable_all_torch_function_restore_values, test/dynamo/test_subclasses.py::SubclassTests::test_disable_all_torch_function_restore_values_graph_break, test/dynamo/test_subclasses.py::SubclassTests::test_has_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_make_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_mark_static_with_subclass_desugaring_dynamic_False, test/dynamo/test_subclasses.py::SubclassTests::test_mark_static_with_subclass_desugaring_dynamic_True, test/dynamo/test_subclasses.py::SubclassTests::test_newly_constructed_tensor_subclass_attr_mutation, test/dynamo/test_subclasses.py::SubclassTests::test_njt_subclass_from_buffer, test/dynamo/test_subclasses.py::SubclassTests::test_njt_subclass_from_cat, test/dynamo/test_subclasses.py::SubclassTests::test_njt_subclass_simple, test/dynamo/test_subclasses.py::SubclassTests::test_no_call_to_new, test/dynamo/test_subclasses.py::SubclassTests::test_no_torch_function_on_size_bytecode, test/dynamo/test_subclasses.py::SubclassTests::test_no_torch_function_recompiles, test/dynamo/test_subclasses.py::SubclassTests::test_nontraceable_tensor_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_overridden_method_guarding, test/dynamo/test_subclasses.py::SubclassTests::test_parameter_subclass_custom_torch_func_and_dynamic_attr, test/dynamo/test_subclasses.py::SubclassTests::test_parameter_subclass_with_old_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_recompile_with_symbool_inputs, test/dynamo/test_subclasses.py::SubclassTests::test_recompiles_with_optional_inner_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_return_as_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_return_local_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_return_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_TwoTensor_TwoTensor_TwoTensor, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_TwoTensor_nested_diff_sizes, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_constructor_proxying, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_dont_invoke_torch_function_on_overridden_attr, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_dont_invoke_torch_function_on_overridden_method, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_override_shape_and_to, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_views_dynamic_False, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_views_dynamic_True, test/dynamo/test_subclasses.py::SubclassTests::test_subclass_with_disabled_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_support_bases, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_automatic_dynamic_shapes, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_clone_view, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_different_shape, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_mark_dynamic_shapes, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_mul, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_nested, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_return_multiple, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_return_shape, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_return_tensor_and_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_simple, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_view, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_TwoTensor_view_mul, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_attr_codegen_tos, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_custom_guards_error_arg_num, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_custom_guards_error_not_classmethod, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_custom_guards_override, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_guards, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_ctx_recursive_guards, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_custom_attr, test/dynamo/test_subclasses.py::SubclassTests::test_tensor_subclass_with_non_classmethod_torch_function, test/dynamo/test_subclasses.py::SubclassTests::test_torch_dispatch_subclass_guard_recompile, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_call_on_attr, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_call_on_method, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_call_on_method_arg, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_list_args, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_graph_break, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_guards, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_nested, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_state_tracing, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_subclass_survives_into_aot_autograd, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_wrapper_class, test/dynamo/test_subclasses.py::SubclassTests::test_torch_function_wrapper_class_with_kwargs, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_equality_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_equality_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_identity_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_identity_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_isinstance_subclass, test/dynamo/test_subclasses.py::SubclassTests::test_type_check_isinstance_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_user_overridden_attr_unsupported, test/dynamo/test_subclasses.py::SubclassTests::test_user_overridden_method_unsupported, test/dynamo/test_subclasses.py::SubclassTests::test_user_overridden_property_unsupported, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_dynamo_attribute_access_on_intermediate, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_guards_on_inner_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_with_differently_sized_inner_tensor, test/dynamo/test_subclasses.py::SubclassTests::test_wrapper_subclass_with_same_sized_inner_tensor, test/dynamo/test_subclasses.py::TestNestedTensor::test_basic_autograd, test/dynamo/test_subclasses.py::TestNestedTensor::test_basic_autograd_inductor, test/dynamo/test_subclasses.py::TestNestedTensor::test_binary_does_not_recompile, test/dynamo/test_subclasses.py::TestNestedTensor::test_binary_recompiles, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_2, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_4, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_5, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_input_6, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_2, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_3, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_4, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_from_intermediate_5, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_mixed, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_mixed_2, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_construction_mixed_3, test/dynamo/test_subclasses.py::TestNestedTensor::test_in_graph_is_nested_call, test/dynamo/test_subclasses.py::TestNestedTensor::test_inference_tensor, test/dynamo/test_subclasses.py::TestNestedTensor::test_inline_nested_tensor_from_jagged, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_basic, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_False_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_False_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_True_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_leaf_True_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_False_obscure, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_basic, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_False_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_False_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_True_False, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_leaf_True_True, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_base_is_nt_True_obscure, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_dense_subclass_dense_subclass, test/dynamo/test_subclasses.py::TestNestedTensor::test_inputs_to_compiled_fn_are_views_nt_view_name_subclass_dense, test/dynamo/test_subclasses.py::TestNestedTensor::test_param_subclass_isinstance_input, test/dynamo/test_subclasses.py::TestNestedTensor::test_return_shape, test/dynamo/test_subclasses.py::TestNestedTensor::test_subclass_dense_subclass_dense_view, test/dynamo/test_subclasses.py::TestNestedTensor::test_subclass_gives_static_shapes_when_dynamic_false, test/dynamo/test_subclasses.py::TestNestedTensor::test_subclass_with_mutation_in_graph, test/dynamo/test_subclasses.py::TestNestedTensor::test_unary_does_not_recompile, test/dynamo/test_subclasses.py::TestNestedTensor::test_unbind 2025-10-10T01:59:13.2564193Z 2025-10-10T01:59:13.2564374Z Running export/test_swap 1/1 ... [2025-10-10 01:59:13.244947] 2025-10-10T01:59:13.2564739Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:59:13.2565676Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_swap.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:59:13.245273] 2025-10-10T01:59:19.5955029Z 2025-10-10T01:59:19.5956522Z export/test_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_passes_1.1_bf2054c067519ef1_.log 2025-10-10T01:59:19.5971532Z Running 28 items in this shard: test/export/test_passes.py::TestPasses::test_constant_folding_pass, test/export/test_passes.py::TestPasses::test_custom_obj_tuple_out, test/export/test_passes.py::TestPasses::test_fakify_script_objects, test/export/test_passes.py::TestPasses::test_fakify_script_objects_properly_handle_containers, test/export/test_passes.py::TestPasses::test_functionalization_with_view_copy, test/export/test_passes.py::TestPasses::test_inline_, test/export/test_passes.py::TestPasses::test_math_ops, test/export/test_passes.py::TestPasses::test_move_device_example_inputs, test/export/test_passes.py::TestPasses::test_move_device_submod, test/export/test_passes.py::TestPasses::test_move_device_to, test/export/test_passes.py::TestPasses::test_move_to_device_pass, test/export/test_passes.py::TestPasses::test_predispatch_autocast, test/export/test_passes.py::TestPasses::test_predispatch_autocast_and_set_grad, test/export/test_passes.py::TestPasses::test_predispatch_set_grad, test/export/test_passes.py::TestPasses::test_remove_auto_functionalized_pass, test/export/test_passes.py::TestPasses::test_remove_auto_functionalized_pass_tuple, test/export/test_passes.py::TestPasses::test_remove_effect_token_kwargs, test/export/test_passes.py::TestPasses::test_runtime_assert_inline_constraints_for_cond, test/export/test_passes.py::TestPasses::test_runtime_assert_inline_constraints_for_item, test/export/test_passes.py::TestPasses::test_runtime_assert_inline_constraints_for_nonzero, test/export/test_passes.py::TestPasses::test_runtime_assert_multiple_dims, test/export/test_passes.py::TestPasses::test_runtime_assert_one_dim, test/export/test_passes.py::TestPasses::test_runtime_assert_some_dims_not_specified, test/export/test_passes.py::TestPasses::test_runtime_assert_some_inps_not_used, test/export/test_passes.py::TestPasses::test_sequential_split, test/export/test_passes.py::TestPasses::test_sequential_split_graph, test/export/test_passes.py::TestPasses::test_view_to_view_copy, test/export/test_passes.py::TestPasses::test_views_op_having_view_copy 2025-10-10T01:59:19.5978759Z 2025-10-10T01:59:19.5978942Z Running export/test_tools 1/1 ... [2025-10-10 01:59:19.595300] 2025-10-10T01:59:19.5979302Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:59:19.5980238Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tools.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:59:19.595888] 2025-10-10T01:59:24.7858959Z 2025-10-10T01:59:24.7859827Z export/test_swap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_swap_1.1_73fdd2c7318c929b_.log 2025-10-10T01:59:24.7866378Z Running 20 items in this shard: test/export/test_swap.py::TestSwap_nonstrict::test_custom_input_args, test/export/test_swap.py::TestSwap_nonstrict::test_custom_input_kwargs, test/export/test_swap.py::TestSwap_nonstrict::test_custom_input_kwargs_use_private, test/export/test_swap.py::TestSwap_nonstrict::test_custom_output, test/export/test_swap.py::TestSwap_nonstrict::test_dedup_sym_size, test/export/test_swap.py::TestSwap_nonstrict::test_nested_leaf, test/export/test_swap.py::TestSwap_nonstrict::test_remove_duplicate_pytree_different_order, test/export/test_swap.py::TestSwap_nonstrict::test_remove_duplicate_pytree_simple, test/export/test_swap.py::TestSwap_nonstrict::test_unflatten_preserve_signature, test/export/test_swap.py::TestSwap_nonstrict::test_unflatten_preserve_with_unused_input, test/export/test_swap.py::TestSwap_strict::test_custom_input_args, test/export/test_swap.py::TestSwap_strict::test_custom_input_kwargs, test/export/test_swap.py::TestSwap_strict::test_custom_input_kwargs_use_private, test/export/test_swap.py::TestSwap_strict::test_custom_output, test/export/test_swap.py::TestSwap_strict::test_dedup_sym_size, test/export/test_swap.py::TestSwap_strict::test_nested_leaf, test/export/test_swap.py::TestSwap_strict::test_remove_duplicate_pytree_different_order, test/export/test_swap.py::TestSwap_strict::test_remove_duplicate_pytree_simple, test/export/test_swap.py::TestSwap_strict::test_unflatten_preserve_signature, test/export/test_swap.py::TestSwap_strict::test_unflatten_preserve_with_unused_input 2025-10-10T01:59:24.7872138Z 2025-10-10T01:59:24.7872295Z Running export/test_torchbind 1/1 ... [2025-10-10 01:59:24.785654] 2025-10-10T01:59:24.7872603Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:59:24.7873379Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_torchbind.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:59:24.785983] 2025-10-10T01:59:25.3224284Z 2025-10-10T01:59:25.3225037Z export/test_tools 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tools_1.1_ba76f40521a14bd3_.log 2025-10-10T01:59:25.3226697Z Running 2 items in this shard: test/export/test_tools.py::TestExportTools::test_report_exportability_basic, test/export/test_tools.py::TestExportTools::test_report_exportability_with_issues 2025-10-10T01:59:25.3227699Z 2025-10-10T01:59:25.3228030Z Running export/test_tree_utils 1/1 ... [2025-10-10 01:59:25.322623] 2025-10-10T01:59:25.3228591Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:59:25.3232920Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tree_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:59:25.323058] 2025-10-10T01:59:28.2936880Z 2025-10-10T01:59:28.2938236Z export/test_tree_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tree_utils_1.1_3a9e5ee965f46f68_.log 2025-10-10T01:59:28.2940440Z Running 2 items in this shard: test/export/test_tree_utils.py::TestTreeUtils::test_equivalence_check, test/export/test_tree_utils.py::TestTreeUtils::test_reorder_kwargs 2025-10-10T01:59:28.2941669Z 2025-10-10T01:59:28.2942035Z Running export/test_unflatten 1/1 ... [2025-10-10 01:59:28.293547] 2025-10-10T01:59:28.2942764Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:59:28.2945194Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_unflatten.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:59:28.293984] 2025-10-10T01:59:45.8965793Z 2025-10-10T01:59:45.8967245Z export/test_unflatten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_1.1_8277db03abecb926_.log 2025-10-10T01:59:45.8982042Z Running 28 items in this shard: test/export/test_unflatten.py::TestUnflatten::test_assert_tensor_metadata_stack, test/export/test_unflatten.py::TestUnflatten::test_attr_as_submod_input, test/export/test_unflatten.py::TestUnflatten::test_dedup_sym_size, test/export/test_unflatten.py::TestUnflatten::test_double_nested_submodule, test/export/test_unflatten.py::TestUnflatten::test_duplicate_placeholder, test/export/test_unflatten.py::TestUnflatten::test_fx_trace, test/export/test_unflatten.py::TestUnflatten::test_nested_leaf_non_strict, test/export/test_unflatten.py::TestUnflatten::test_placeholder_and_get_attr_ordering_after_unflattened, test/export/test_unflatten.py::TestUnflatten::test_simple_alias, test/export/test_unflatten.py::TestUnflatten::test_unflatten_buffer_mutation, test/export/test_unflatten.py::TestUnflatten::test_unflatten_constant_obj, test/export/test_unflatten.py::TestUnflatten::test_unflatten_constant_tensor, test/export/test_unflatten.py::TestUnflatten::test_unflatten_container_type, test/export/test_unflatten.py::TestUnflatten::test_unflatten_eager, test/export/test_unflatten.py::TestUnflatten::test_unflatten_empty_branch, test/export/test_unflatten.py::TestUnflatten::test_unflatten_nested, test/export/test_unflatten.py::TestUnflatten::test_unflatten_nested_access, test/export/test_unflatten.py::TestUnflatten::test_unflatten_none, test/export/test_unflatten.py::TestUnflatten::test_unflatten_param_list_dict, test/export/test_unflatten.py::TestUnflatten::test_unflatten_preserve_signature, test/export/test_unflatten.py::TestUnflatten::test_unflatten_preserve_with_unused_input, test/export/test_unflatten.py::TestUnflatten::test_unflatten_requires_grad_param, test/export/test_unflatten.py::TestUnflatten::test_unflatten_shared_submodule, test/export/test_unflatten.py::TestUnflatten::test_unflatten_skipped_call_module, test/export/test_unflatten.py::TestUnflatten::test_unflatten_submodule_ordering, test/export/test_unflatten.py::TestUnflatten::test_unflatten_with_inplace_compile, test/export/test_unflatten.py::TestUnflatten::test_unflatten_wrong_input, test/export/test_unflatten.py::TestUnflatten::test_unflattened_module_nodes_has_meta_val 2025-10-10T01:59:45.8997432Z 2025-10-10T01:59:45.8997883Z Running export/test_unflatten_training_ir 1/1 ... [2025-10-10 01:59:45.896531] 2025-10-10T01:59:45.8998694Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:59:45.9000629Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_unflatten_training_ir.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:59:45.896929] 2025-10-10T01:59:47.7496377Z 2025-10-10T01:59:47.7498768Z export/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_torchbind_1.1_f40c368ac5473d84_.log 2025-10-10T01:59:47.7562563Z Running 90 items in this shard: test/export/test_torchbind.py::TestExportTorchbind::test_aot_export_tensor_queue_operators, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_as_custom_op_argument_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_as_custom_op_argument_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_list_out_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_list_out_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_tuple_out_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_tuple_out_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_unbacked_symint_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_unbacked_symint_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_deepcopy, test/export/test_torchbind.py::TestExportTorchbind::test_export_inplace_custom_op, test/export/test_torchbind.py::TestExportTorchbind::test_identifying_torchbind_ops, test/export/test_torchbind.py::TestExportTorchbind::test_input_as_custom_op_argument_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_input_as_custom_op_argument_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_input_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_input_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_schema_checking_script_object, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_fakify_internal_states_make_fx_tracing_mode_fake, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_fakify_internal_states_make_fx_tracing_mode_symbolic, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_make_fx_tracing_mode_fake, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_make_fx_tracing_mode_symbolic, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_operators_fallthrough_via_lib_impl, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_operators_fallthrough_via_py_impl, test/export/test_torchbind.py::TestExportTorchbind::test_method_schema, test/export/test_torchbind.py::TestExportTorchbind::test_non_strict_export_methods, test/export/test_torchbind.py::TestExportTorchbind::test_none_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_none_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_safe_to_trace_with_real, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_alias_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_alias_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_input_and_alias_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_input_and_alias_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_op_fallthrough_keys_respects_lib_impl, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_op_register_fallthrough, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_register_attr_at_runtime_get_restored, test/export/test_torchbind.py::TestExportTorchbind::test_unlift_custom_obj_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_unlift_custom_obj_pre_dispatch_True, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_body_aliasing_contents_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_body_aliasing_contents_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_body_aliasing_contents_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_non_fakified_method_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_non_fakified_method_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_non_fakified_method_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_missing_attr_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_missing_attr_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_setattr_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_setattr_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_global_obj_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_global_obj_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_global_obj_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_as_hop_input_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_as_hop_input_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_as_hop_input_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_attributes_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_attributes_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_attributes_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_closure_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_closure_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_closure_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_graph_breaks, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cpu_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cpu_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cpu_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cuda_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cuda_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cuda_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_automatic_dynamic_shape, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_guards_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_guards_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_guards_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_tensor_op_in_tensor_flatten_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_tensor_op_in_tensor_flatten_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_tensor_op_in_tensor_flatten_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_export_obj_torchbind_op_with_autocast_device_cpu, test/export/test_torchbind.py::TestCompileTorchbind::test_export_obj_torchbind_op_with_autocast_device_cuda, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_from_real_not_classmethod, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_no_from_real, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_no_torch_bind_class, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_valid 2025-10-10T01:59:47.7624844Z 2025-10-10T01:59:47.7625190Z Running export/test_upgrader 1/1 ... [2025-10-10 01:59:47.751793] 2025-10-10T01:59:47.7625913Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:59:47.7627782Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_upgrader.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:59:47.752402] 2025-10-10T01:59:50.7256133Z 2025-10-10T01:59:50.7258325Z export/test_upgrader 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_upgrader_1.1_b3a29332f438f47e_.log 2025-10-10T01:59:50.7263148Z Running 6 items in this shard: test/export/test_upgrader.py::TestUpgrader::test_field_renaming_chain_from_v0_complete, test/export/test_upgrader.py::TestUpgrader::test_field_renaming_chain_from_v0_missing_field, test/export/test_upgrader.py::TestUpgrader::test_field_renaming_from_v1_partial_chain, test/export/test_upgrader.py::TestUpgrader::test_nn_module_stack_error_handling_invalid_type, test/export/test_upgrader.py::TestUpgrader::test_nn_module_stack_transformation_from_v0, test/export/test_upgrader.py::TestUpgrader::test_nodes_without_metadata_handled_gracefully 2025-10-10T01:59:50.7267134Z 2025-10-10T01:59:50.7267553Z Running export/test_verifier 1/1 ... [2025-10-10 01:59:50.725097] 2025-10-10T01:59:50.7268402Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:59:50.7270724Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_verifier.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:59:50.725701] 2025-10-10T01:59:57.8899228Z 2025-10-10T01:59:57.8900856Z export/test_unflatten_training_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_training_ir_1.1_9cc3b690412165ab_.log 2025-10-10T01:59:57.8921443Z Running 28 items in this shard: test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_assert_tensor_metadata_stack_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_attr_as_submod_input_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_dedup_sym_size_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_double_nested_submodule_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_duplicate_placeholder_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_fx_trace_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_nested_leaf_non_strict_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_placeholder_and_get_attr_ordering_after_unflattened_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_simple_alias_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_buffer_mutation_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_constant_obj_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_constant_tensor_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_container_type_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_eager_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_empty_branch_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_nested_access_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_nested_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_none_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_param_list_dict_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_preserve_signature_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_preserve_with_unused_input_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_requires_grad_param_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_shared_submodule_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_skipped_call_module_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_submodule_ordering_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_with_inplace_compile_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflatten_wrong_input_training_ir, test/export/test_unflatten_training_ir.py::TrainingIRUnflattenTestUnflatten::test_unflattened_module_nodes_has_meta_val_training_ir 2025-10-10T01:59:57.8933779Z 2025-10-10T01:59:57.8933989Z Running inductor/test_alignment 1/1 ... [2025-10-10 01:59:57.889643] 2025-10-10T01:59:57.8934381Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:59:57.8935361Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_alignment.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:59:57.890209] 2025-10-10T01:59:58.6568095Z 2025-10-10T01:59:58.6569326Z export/test_verifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_verifier_1.1_fa0085cb99e74a90_.log 2025-10-10T01:59:58.6575988Z Running 10 items in this shard: test/export/test_verifier.py::TestVerifier::test_ep_verifier_basic, test/export/test_verifier.py::TestVerifier::test_ep_verifier_buffer_mutate, test/export/test_verifier.py::TestVerifier::test_ep_verifier_invalid_buffer, test/export/test_verifier.py::TestVerifier::test_ep_verifier_invalid_output, test/export/test_verifier.py::TestVerifier::test_ep_verifier_invalid_param, test/export/test_verifier.py::TestVerifier::test_verifier_basic, test/export/test_verifier.py::TestVerifier::test_verifier_call_module, test/export/test_verifier.py::TestVerifier::test_verifier_higher_order, test/export/test_verifier.py::TestVerifier::test_verifier_nested_invalid_module, test/export/test_verifier.py::TestVerifier::test_verifier_no_functional 2025-10-10T01:59:58.6581418Z 2025-10-10T01:59:58.6581840Z Running inductor/test_binary_folding 1/1 ... [2025-10-10 01:59:58.656892] 2025-10-10T01:59:58.6582637Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T01:59:58.6584577Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_binary_folding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 01:59:58.657476] 2025-10-10T02:00:14.7886189Z 2025-10-10T02:00:14.7887195Z inductor/test_alignment 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_alignment_1.1_d361f98e37a91780_.log 2025-10-10T02:00:14.7891020Z Running 12 items in this shard: test/inductor/test_alignment.py::GPUTests::test_Q4_K_dequantization_cuda, test/inductor/test_alignment.py::GPUTests::test_alignment_without_custom_op_cuda, test/inductor/test_alignment.py::GPUTests::test_incorrect_meta_for_custom_op_2d_cuda, test/inductor/test_alignment.py::GPUTests::test_no_align_for_custom_op_2d_cuda, test/inductor/test_alignment.py::GPUTests::test_no_align_for_custom_op_cuda, test/inductor/test_alignment.py::GPUTests::test_slice_cuda, test/inductor/test_alignment.py::GPUTests::test_slice_view_dtype_size_1024_cuda, test/inductor/test_alignment.py::GPUTests::test_slice_view_dtype_size_1048576_cuda, test/inductor/test_alignment.py::GPUTests::test_slice_view_dtype_size_128_cuda, test/inductor/test_alignment.py::GPUTests::test_unaligned_input_2d_cuda, test/inductor/test_alignment.py::GPUTests::test_unaligned_input_cuda, test/inductor/test_alignment.py::GPUTests::test_view_dtype_slice_cuda 2025-10-10T02:00:14.7894197Z 2025-10-10T02:00:14.7894413Z Running inductor/test_combo_kernels 1/1 ... [2025-10-10 02:00:14.788783] 2025-10-10T02:00:14.7894814Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:00:14.7895820Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_combo_kernels.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:00:14.789127] 2025-10-10T02:01:07.6677580Z 2025-10-10T02:01:07.6682468Z inductor/test_combo_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_combo_kernels_1.1_0f4731c7168e36bb_.log 2025-10-10T02:01:07.6693566Z Running 21 items in this shard: test/inductor/test_combo_kernels.py::ComboKernelTests::test_2d_blocking_partitioning, test/inductor/test_combo_kernels.py::ComboKernelTests::test_activation_functions, test/inductor/test_combo_kernels.py::ComboKernelTests::test_mutated_args, test/inductor/test_combo_kernels.py::ComboKernelTests::test_reduce_functions, test/inductor/test_combo_kernels.py::ComboKernelTests::test_reduce_split, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_2d_blocking_benchmark, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_activation_benchmark, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_mutated_benchmark, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_persistent_reduction_no_x_dim, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_reduce_benchmark, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_round_robin_dispatch, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_2d_blocking, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_2d_blocking_round_robin, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_activations, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_activations_no_autotune, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_mutated, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_persistent_reduction_mixed_x_dim_cuda, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_persistent_reduction_no_x_dim, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_persistent_reduction_no_x_dim_2, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_reduce, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_helper_fn_defined 2025-10-10T02:01:07.6701254Z 2025-10-10T02:01:07.6701441Z Running inductor/test_compile 1/1 ... [2025-10-10 02:01:07.667242] 2025-10-10T02:01:07.6701816Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:01:07.6702769Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:01:07.667578] 2025-10-10T02:01:17.6527387Z 2025-10-10T02:01:17.6528335Z inductor/test_binary_folding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_binary_folding_1.1_90bbd1b64f8a07a2_.log 2025-10-10T02:01:17.6530814Z Running 6 items in this shard: test/inductor/test_binary_folding.py::FreezingCpuTests::test_conv_binary_folding_cpu, test/inductor/test_binary_folding.py::FreezingCpuTests::test_conv_bn_folding_cpu, test/inductor/test_binary_folding.py::FreezingCpuTests::test_linear_binary_folding_cpu, test/inductor/test_binary_folding.py::FreezingGpuTests::test_conv_binary_folding_cuda, test/inductor/test_binary_folding.py::FreezingGpuTests::test_conv_bn_folding_cuda, test/inductor/test_binary_folding.py::FreezingGpuTests::test_linear_binary_folding_cuda 2025-10-10T02:01:17.6532720Z 2025-10-10T02:01:17.6532939Z Running inductor/test_compile_worker 1/1 ... [2025-10-10 02:01:17.652588] 2025-10-10T02:01:17.6533372Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:01:17.6551420Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile_worker.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:01:17.654549] 2025-10-10T02:01:23.4157041Z 2025-10-10T02:01:23.4158284Z inductor/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_1.1_432caa7db0993e2b_.log 2025-10-10T02:01:23.4165405Z Running 9 items in this shard: test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_generate_debug_symbol, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_bare_module, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_export1, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_export2, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx_dict_input, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx_tensor_return, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_make_fx, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_op_with_multiple_outputs 2025-10-10T02:01:23.4169654Z 2025-10-10T02:01:23.4169842Z Running inductor/test_config 1/1 ... [2025-10-10 02:01:23.415842] 2025-10-10T02:01:23.4170219Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:01:23.4171168Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_config.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:01:23.416425] 2025-10-10T02:01:34.0537881Z 2025-10-10T02:01:34.0540547Z inductor/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_config_1.1_0f8c2003931ba3df_.log 2025-10-10T02:01:34.0549112Z Running 14 items in this shard: test/inductor/test_config.py::TestInductorConfig::test_api_options, test/inductor/test_config.py::TestInductorConfig::test_codegen_skips_custom_passes, test/inductor/test_config.py::TestInductorConfig::test_compile_api, test/inductor/test_config.py::TestInductorConfig::test_compile_api_passes_config, test/inductor/test_config.py::TestInductorConfig::test_get_compiler_config, test/inductor/test_config.py::TestInductorConfig::test_hasattr, test/inductor/test_config.py::TestInductorConfig::test_invalid_backend, test/inductor/test_config.py::TestInductorConfig::test_invalid_names, test/inductor/test_config.py::TestInductorConfig::test_non_inductor_backend, test/inductor/test_config.py::TestInductorConfig::test_options_do_something, test/inductor/test_config.py::TestInductorConfig::test_patch, test/inductor/test_config.py::TestInductorConfig::test_save_load, test/inductor/test_config.py::TestInductorConfig::test_select_decomp_table_fallback_embedding_bag_byte_unpack, test/inductor/test_config.py::TestInductorConfig::test_set 2025-10-10T02:01:34.0556807Z 2025-10-10T02:01:34.0557224Z Running inductor/test_control_deps 1/1 ... [2025-10-10 02:01:34.053597] 2025-10-10T02:01:34.0557993Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:01:34.0559873Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_control_deps.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:01:34.054046] 2025-10-10T02:01:38.4629630Z 2025-10-10T02:01:38.4636129Z inductor/test_compile_worker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_worker_1.1_1610a7e81f4e7b0f_.log 2025-10-10T02:01:38.4640350Z Running 5 items in this shard: test/inductor/test_compile_worker.py::TestCompileWorker::test_basic_jobs, test/inductor/test_compile_worker.py::TestCompileWorker::test_crash, test/inductor/test_compile_worker.py::TestCompileWorker::test_exception, test/inductor/test_compile_worker.py::TestCompileWorker::test_logging, test/inductor/test_compile_worker.py::TestCompileWorker::test_quiesce 2025-10-10T02:01:38.4643577Z 2025-10-10T02:01:38.4644060Z Running inductor/test_cudagraph_trees 1/1 ... [2025-10-10 02:01:38.462920] 2025-10-10T02:01:38.4644948Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:01:38.4646845Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:01:38.463527] 2025-10-10T02:01:43.5910120Z 2025-10-10T02:01:43.5911413Z inductor/test_control_deps 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_control_deps_1.1_a88380390e70b7b3_.log 2025-10-10T02:01:43.5914200Z Running 1 items in this shard: test/inductor/test_control_deps.py::TestControlDeps::test_control_deps_prevents_fusion 2025-10-10T02:01:43.5915056Z 2025-10-10T02:01:43.5915461Z Running inductor/test_graph_transform_observer 1/1 ... [2025-10-10 02:01:43.591049] 2025-10-10T02:01:43.5916241Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:01:43.5923502Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_graph_transform_observer.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:01:43.591577] 2025-10-10T02:01:49.5196997Z 2025-10-10T02:01:49.5198906Z inductor/test_graph_transform_observer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_graph_transform_observer_1.1_2856ae3bc4bffde5_.log 2025-10-10T02:01:49.5201944Z Running 1 items in this shard: test/inductor/test_graph_transform_observer.py::TestGraphTransformObserver::test_sdpa_rewriter 2025-10-10T02:01:49.5202728Z 2025-10-10T02:01:49.5203055Z Running inductor/test_helion_kernels 1/1 ... [2025-10-10 02:01:49.519411] 2025-10-10T02:01:49.5203697Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:01:49.5205630Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_helion_kernels.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:01:49.519999] 2025-10-10T02:01:57.0528252Z 2025-10-10T02:01:57.0529973Z inductor/test_helion_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_helion_kernels_1.1_6edb1240b08be090_.log 2025-10-10T02:01:57.0532335Z Running 2 items in this shard: test/inductor/test_helion_kernels.py::HelionTests::test_add_kernel, test/inductor/test_helion_kernels.py::HelionTests::test_softmax_view_reshape 2025-10-10T02:01:57.0533561Z 2025-10-10T02:01:57.0534045Z Running inductor/test_inductor_annotations 1/1 ... [2025-10-10 02:01:57.052415] 2025-10-10T02:01:57.0534865Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:01:57.0536808Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_annotations.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:01:57.052781] 2025-10-10T02:02:06.4376411Z 2025-10-10T02:02:06.4377581Z inductor/test_inductor_annotations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_annotations_1.1_82ef587039ccad57_.log 2025-10-10T02:02:06.4380153Z Running 2 items in this shard: test/inductor/test_inductor_annotations.py::InductorAnnotationTestCase::test_no_annotations, test/inductor/test_inductor_annotations.py::InductorAnnotationTestCase::test_training_annotation 2025-10-10T02:02:06.4381647Z 2025-10-10T02:02:06.4382040Z Running inductor/test_inductor_utils 1/1 ... [2025-10-10 02:02:06.437301] 2025-10-10T02:02:06.4382747Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:02:06.4385631Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:02:06.437657] 2025-10-10T02:02:10.6620207Z 2025-10-10T02:02:10.6623813Z inductor/test_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_utils_1.1_c2e2c9d38376a4c8_.log 2025-10-10T02:02:10.6626185Z Running 2 items in this shard: test/inductor/test_inductor_utils.py::TestBench::test_benchmarker, test/inductor/test_inductor_utils.py::TestBench::test_do_bench_using_profiling 2025-10-10T02:02:10.6627480Z 2025-10-10T02:02:10.6627926Z Running inductor/test_kernel_optimization 1/1 ... [2025-10-10 02:02:10.661613] 2025-10-10T02:02:10.6628811Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:02:10.6631124Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_kernel_optimization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:02:10.661961] 2025-10-10T02:02:16.3890859Z 2025-10-10T02:02:16.3893007Z inductor/test_kernel_optimization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_kernel_optimization_1.1_be3983d8f40b0ffd_.log 2025-10-10T02:02:16.3894819Z Running 0 items in this shard: 2025-10-10T02:02:16.3895214Z 2025-10-10T02:02:16.3895649Z Running inductor/test_layout_optim 1/1 ... [2025-10-10 02:02:16.388954] 2025-10-10T02:02:16.3897819Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:02:16.3904000Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_layout_optim.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:02:16.389598] 2025-10-10T02:02:22.2177866Z 2025-10-10T02:02:22.2179233Z inductor/test_layout_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_layout_optim_1.1_1fd75b6c50fdb54a_.log 2025-10-10T02:02:22.2180653Z Running 0 items in this shard: 2025-10-10T02:02:22.2181014Z 2025-10-10T02:02:22.2181438Z Running inductor/test_minifier_isolate 1/1 ... [2025-10-10 02:02:22.217604] 2025-10-10T02:02:22.2182227Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:02:22.2189684Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_minifier_isolate.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:02:22.218215] 2025-10-10T02:02:27.9949054Z 2025-10-10T02:02:27.9950807Z inductor/test_minifier_isolate 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_isolate_1.1_86cb12e1990dd9bc_.log 2025-10-10T02:02:27.9954246Z Running 2 items in this shard: test/inductor/test_minifier_isolate.py::MinifierIsolateTests::test_after_aot_cpu_runtime_error, test/inductor/test_minifier_isolate.py::MinifierIsolateTests::test_after_aot_gpu_runtime_error 2025-10-10T02:02:27.9956080Z 2025-10-10T02:02:27.9956568Z Running inductor/test_minifier_utils 1/1 ... [2025-10-10 02:02:27.994540] 2025-10-10T02:02:27.9957488Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:02:27.9959680Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_minifier_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:02:27.994887] 2025-10-10T02:02:33.6694510Z 2025-10-10T02:02:33.6695378Z inductor/test_minifier_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_utils_1.1_93812086c8edfa88_.log 2025-10-10T02:02:33.6697429Z Running 3 items in this shard: test/inductor/test_minifier_utils.py::MinifierUtilsTests::test_convert_module_to_string, test/inductor/test_minifier_utils.py::MinifierUtilsTests::test_invalid_output, test/inductor/test_minifier_utils.py::MinifierUtilsTests::test_non_exportable 2025-10-10T02:02:33.6699370Z 2025-10-10T02:02:33.6699746Z Running inductor/test_mmdecomp 1/1 ... [2025-10-10 02:02:33.669423] 2025-10-10T02:02:33.6700480Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:02:33.6702952Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mmdecomp.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:02:33.669770] 2025-10-10T02:02:55.3296424Z 2025-10-10T02:02:55.3298114Z inductor/test_mmdecomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mmdecomp_1.1_1ad3a93dea6ed138_.log 2025-10-10T02:02:55.3317135Z Running 28 items in this shard: test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_10_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_1_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_2_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_4_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_10_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_1_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_2_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_4_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_bmm_batch2_last_dim_size_is_one_cuda, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_dynamic_shape_mm_bfloat16_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_dynamic_shape_mm_float32_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_simple_mm_bfloat16_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_simple_mm_float32_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_10_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_1_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_2_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_4_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_10_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_1_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_2_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_4_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_10_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_1_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_2_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_4_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_bfloat16_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_float32_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_int32_cuda_int32 2025-10-10T02:02:55.3325896Z 2025-10-10T02:02:55.3326142Z Running inductor/test_move_constructors_to_cuda 1/1 ... [2025-10-10 02:02:55.328954] 2025-10-10T02:02:55.3326578Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:02:55.3327605Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_move_constructors_to_cuda.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:02:55.329253] 2025-10-10T02:03:07.7688853Z 2025-10-10T02:03:07.7689755Z inductor/test_move_constructors_to_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_move_constructors_to_cuda_1.1_f623ed487a78d037_.log 2025-10-10T02:03:07.7692367Z Running 7 items in this shard: test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_multi_gpu, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_multiple_constructors, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_no_gpu, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_non_convertable_op_failure, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_output_failure, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_sets_equiv, test/inductor/test_move_constructors_to_cuda.py::TestMoveConstructorsToCuda::test_simple 2025-10-10T02:03:07.7694498Z 2025-10-10T02:03:07.7694685Z Running inductor/test_needs_exact_strides 1/1 ... [2025-10-10 02:03:07.768704] 2025-10-10T02:03:07.7695035Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:03:07.7695847Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_needs_exact_strides.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:03:07.769019] 2025-10-10T02:03:17.7550155Z 2025-10-10T02:03:17.7552517Z inductor/test_needs_exact_strides 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_needs_exact_strides_1.1_40a6bddab3e24183_.log 2025-10-10T02:03:17.7555301Z Running 2 items in this shard: test/inductor/test_needs_exact_strides.py::TestNeedsExactStrides::test_custom_op_float32, test/inductor/test_needs_exact_strides.py::TestNeedsExactStrides::test_custom_op_float8_e8m0fnu 2025-10-10T02:03:17.7556855Z 2025-10-10T02:03:17.7562363Z Running inductor/test_online_softmax 1/1 ... [2025-10-10 02:03:17.754740] 2025-10-10T02:03:17.7563430Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:03:17.7565493Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_online_softmax.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:03:17.755325] 2025-10-10T02:03:56.2546747Z 2025-10-10T02:03:56.2551818Z inductor/test_online_softmax 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_online_softmax_1.1_cd1e6ca260c842d1_.log 2025-10-10T02:03:56.2565863Z Running 31 items in this shard: test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_3d_tiled_online_softmax, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_causal_mask, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_codegen_3pass_softmax_due_to_disable, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_codegen_online_softmax_V_2048_use_log_softmax_False, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_codegen_online_softmax_V_2048_use_log_softmax_True, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_codegen_online_softmax_V_50304_use_log_softmax_False, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_codegen_online_softmax_V_50304_use_log_softmax_True, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_codegen_softmax_persistent_reduction, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_log_softmax, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_no_online_softmax_for_cpu, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_prepare_softmax_acc_with_fp64_bfloat16, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_prepare_softmax_acc_with_fp64_float16, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_prepare_softmax_acc_with_fp64_float32, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_prepare_softmax_nrow_2048_dim_-1, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_prepare_softmax_nrow_2048_dim_0, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_prepare_softmax_nrow_2048_dim_1, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_prepare_softmax_nrow_2_dim_-1, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_prepare_softmax_nrow_2_dim_0, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_prepare_softmax_nrow_2_dim_1, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_prepare_softmax_perf, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_sdpa, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_softmax, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_softmax_acc_with_fp64_fn0_bfloat16, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_softmax_acc_with_fp64_fn0_float16, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_softmax_acc_with_fp64_fn0_float32, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_softmax_acc_with_fp64_fn1_bfloat16, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_softmax_acc_with_fp64_fn1_float16, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_softmax_acc_with_fp64_fn1_float32, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_softmin, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_split_reduction, test/inductor/test_online_softmax.py::TestOnlineSoftmax::test_tb_speech_transformer_attn 2025-10-10T02:03:56.2581916Z 2025-10-10T02:03:56.2582326Z Running inductor/test_op_completeness 1/1 ... [2025-10-10 02:03:56.254336] 2025-10-10T02:03:56.2583129Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:03:56.2583938Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-10-10T02:03:56.2584760Z Uploading artifacts took 0.00 seconds 2025-10-10T02:03:56.2586656Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_op_completeness.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:03:56.254884] 2025-10-10T02:03:59.6281219Z 2025-10-10T02:03:59.6282943Z inductor/test_op_completeness 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_op_completeness_1.1_900ad8b61dddcdc4_.log 2025-10-10T02:03:59.6287934Z Running 5 items in this shard: test/inductor/test_op_completeness.py::TestOpCompleteness::test_cpp_overrides, test/inductor/test_op_completeness.py::TestOpCompleteness::test_cpp_vec_overrides, test/inductor/test_op_completeness.py::TestOpCompleteness::test_halide_overrides, test/inductor/test_op_completeness.py::TestOpCompleteness::test_metal_overrides, test/inductor/test_op_completeness.py::TestOpCompleteness::test_triton_overrides 2025-10-10T02:03:59.6290928Z 2025-10-10T02:03:59.6291142Z Running inductor/test_op_dtype_prop 1/2 ... [2025-10-10 02:03:59.627977] 2025-10-10T02:03:59.6291578Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:03:59.6292557Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_op_dtype_prop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:03:59.628626] 2025-10-10T02:05:18.0864780Z 2025-10-10T02:05:18.0869850Z inductor/test_cudagraph_trees 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_1.1_7d8d1df9e6435a59_.log 2025-10-10T02:05:18.0962898Z Running 161 items in this shard: test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_accumulate_grad, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_accumulate_multiple_recordings, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_alias_of_parameter, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_output_checkpoint, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_static_parameter, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_storage_single_weakref, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliasing_static_ref, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_amp_cache_disabled, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_backward_gets_cached_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cache_hit_forward_miss_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cached_boxed_forward_device_index, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cached_forward_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_checkpoint_shared_output_storage_deallocation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_checkpointing_resets_persistent_refs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cleanup, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_compiled_autograd_static_input_params, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_constant_output, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_conv_benchmark, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cpp_wrapper, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_capture_sizes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_capture_sizes1, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_capture_sizes2, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_or_error, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_warmup, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_empty_cpu_tensor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_empty_storage, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_end_recording_early, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_error_on_dealloc_use, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_error_on_dealloc_use2, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_execution_into_recording, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_expanded_inputs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_due_to_cudagraph_managed_tensor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_warn_only_once, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_generation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_with_skipped_cudagraphed_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_frozen_fn, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_function_compiled_multiple_times, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_buffer_reuse, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_condition_op, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_only, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_op_and_dynamic_shapes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar1, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar2, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar3, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar4, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_device_put, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_multiple, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_mutation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_tensor_symints, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_dynamoc_shapes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_mutation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_mutation_late_free, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_no_split, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_rule, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_dynamic_scalar_inputs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_dynamic_shapes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_foreach_op, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_backward_not_called, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_with_skipped_cudagraphed_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_fused_scheduler_node, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_gc, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_item, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_log_message, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_multiple_devices_msg, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reduce_overhead_mode_effectiveness, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu_interleave, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency1, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_simple, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint_cat_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint_from_mutation_index, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint_from_nested_indirect_indexing, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_unbacked_symint, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_unbacked_symint_multi_output_layout, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_item, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_backend, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_graph_breaks, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_index_put, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_live_outputs_multiple_graphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_manager_per_device, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mark_step, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_meta_tensor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_child_node, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_custom_module, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_custom_module_buffer, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_parent_node, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module_buffers, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_param_inputs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multinomial, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_insert_removal_caching, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_on_inp_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_on_inp_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_reinplaced, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_no_rerecord_with_mark_static_address, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_not_fallback_to_eager_if_have_not_recompiling_too_many_times, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_output_alias, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_peristed_output_livenes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_remove_hooks_on_cached_tensors, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rerecord_if_static_input_address_changed, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rng_non_trees, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rng_trees, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_run_simple, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_separate_recordings, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_side_stream_memory_allocation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_single_stream_use, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_cpp_wrapper, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_cudagraph_unsafe_ops, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached1, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached2, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_symbolic, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_sparsity, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_static_inputs_address_mutation_log, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_storage_access_error, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_constant_mutation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_dies_between_checkpoint, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_no_longer_in_pool, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_no_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_non_trees, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_trees, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_parameter, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unstable_ptr, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warmup_stream_sync, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warn_on_pending_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warn_once_if_dynamic_shape_limit_reached, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_workspace_allocation_error, test/inductor/test_cudagraph_trees.py::TestSAC::test_cpu_and_cuda_rng, test/inductor/test_cudagraph_trees.py::TestSAC::test_cudagraph_uneven_forward_backward, test/inductor/test_cudagraph_trees.py::TestSAC::test_cudagraphs_aot_eager_compat_equal, test/inductor/test_cudagraph_trees.py::TestSAC::test_cudagraphs_aot_eager_compat_equal_device_one, test/inductor/test_cudagraph_trees.py::TestSAC::test_graph_partition_cudagraphs_aot_eager_compat_equal, test/inductor/test_cudagraph_trees.py::TestSAC::test_multi_device, test/inductor/test_cudagraph_trees.py::TestSAC::test_retain_graph, test/inductor/test_cudagraph_trees.py::TestSAC::test_simple, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order0, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order1, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order2, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order3, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order4, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order5 2025-10-10T02:05:18.1053751Z 2025-10-10T02:05:18.1053931Z Running inductor/test_smoke 1/1 ... [2025-10-10 02:05:18.085685] 2025-10-10T02:05:18.1054310Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:05:18.1055280Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_smoke.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:05:18.086040] 2025-10-10T02:05:23.6671499Z 2025-10-10T02:05:23.6673139Z inductor/test_smoke 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_smoke_1.1_49d2d69a66af4548_.log 2025-10-10T02:05:23.6674385Z 2025-10-10T02:05:23.6674671Z Running test_ops 5/9 ... [2025-10-10 02:05:23.666731] 2025-10-10T02:05:23.6675334Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:05:23.6677110Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops.py', '-m', 'not serial', '--shard-id=5', '--num-shards=9', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:05:23.667083] 2025-10-10T02:08:14.6505106Z 2025-10-10T02:08:14.6510051Z inductor/test_op_dtype_prop 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_op_dtype_prop_1.2_074d64e60775af44_.log 2025-10-10T02:08:14.6601143Z Running 294 items in this shard: test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erf_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_hypot_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isinf_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_lgamma_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_pow_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sqrt_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_trunc_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acos_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acos_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acos_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acosh_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acosh_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acosh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_add_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_add_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_add_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_angle_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_angle_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asin_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asin_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asin_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asinh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atanh_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atanh_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_and_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_and_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_and_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_not_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_not_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_or_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_right_shift_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_right_shift_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_xor_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ceil_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ceil_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_max_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_max_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_max_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_min_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_min_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clone_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clone_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_copysign_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_copysign_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_copysign_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_copysign_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_cos_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_cos_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_cosh_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_cosh_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_cosh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_digamma_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_digamma_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_div_floor_rounding_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_div_floor_rounding_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_div_floor_rounding_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_div_floor_rounding_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_div_no_rounding_mode_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_div_no_rounding_mode_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_div_trunc_rounding_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_div_trunc_rounding_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_div_trunc_rounding_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_eq_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_erf_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_erfc_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_erfc_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_erfinv_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_erfinv_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_erfinv_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_exp2_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_exp2_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_exp_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_exp_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_exp_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_floor_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_floor_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_floor_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_floor_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_fmod_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_fmod_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_fmod_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_fmod_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_frexp_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_frexp_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_gcd_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ge_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ge_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ge_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_gt_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_gt_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_gt_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_hypot_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_i0_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_i0_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_igamma_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_isinf_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_isinf_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_isinf_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_isnan_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_isnan_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_isnan_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_le_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_le_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_lgamma_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_lgamma_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_lgamma_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_log10_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_log10_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_log10_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_log10_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_log10_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_log1p_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_log1p_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_log1p_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_log2_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_log2_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_log2_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_log_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_log_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_logical_and_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_logical_and_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_logical_and_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_logical_not_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_logical_not_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_logical_not_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_logical_or_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_logical_or_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_logical_or_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_logical_xor_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_lt_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_max_binary_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_maximum_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_maximum_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_min_binary_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_min_binary_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_min_binary_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_minimum_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_minimum_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_minimum_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_mul_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_mul_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ne_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ne_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ne_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ne_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ne_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_neg_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_neg_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_nextafter_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_0_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_0_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_0_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_1_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_1_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_1_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_1_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_2_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_2_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_3_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_3_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_3_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_3_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_4_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_pow_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_pow_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_pow_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_reciprocal_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_reciprocal_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_reciprocal_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_0_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_3_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_neg_3_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_rsqrt_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_rsqrt_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sigmoid_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sigmoid_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sigmoid_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sign_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_signbit_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sin_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sin_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sinh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_square_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_square_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_square_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sub_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tan_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tan_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tanh_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tanh_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tanh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_trunc_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_trunc_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_trunc_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_support_cuda 2025-10-10T02:08:14.6681384Z 2025-10-10T02:08:14.6681526Z Running test_matmul_cuda 1/1 ... [2025-10-10 02:08:14.651510] 2025-10-10T02:08:14.6681828Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:08:14.6682572Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_matmul_cuda.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:08:14.652121] 2025-10-10T02:09:25.2586434Z 2025-10-10T02:09:25.2587799Z test_matmul_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_matmul_cuda_1.1_3e61467efa24cb11_.log 2025-10-10T02:09:25.3312195Z Running 1197 items in this shard: test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_1_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_32_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_bfloat16_M_64_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_1_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_32_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float16_M_64_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_1_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_32_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_32_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_32_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_32_N_64_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_1_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_1_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_32_batch_size0_backend_cublas_cuda, 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test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_64_batch_size_32_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_1_K_64_batch_size_32_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_32_K_1_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_32_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_addmm_baddmm_dtype_overload_float32_M_64_N_32_K_1_batch_size_1_backend_cublas_cuda, 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test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_grouped_gemm_2d_3d_strided_False_a_row_major_True_b_row_major_False_cuda_float32, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_grouped_gemm_2d_3d_strided_False_a_row_major_True_b_row_major_True_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_grouped_gemm_2d_3d_strided_False_a_row_major_True_b_row_major_True_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_grouped_gemm_2d_3d_strided_False_a_row_major_True_b_row_major_True_cuda_float32, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_grouped_gemm_2d_3d_strided_True_a_row_major_False_b_row_major_False_cuda_bfloat16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_grouped_gemm_2d_3d_strided_True_a_row_major_False_b_row_major_False_cuda_float16, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_grouped_gemm_2d_3d_strided_True_a_row_major_False_b_row_major_False_cuda_float32, 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test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_32_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_32_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_32_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_32_K_32_batch_size_16_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_32_K_32_batch_size_16_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_32_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_32_K_32_batch_size_1_backend_cublaslt_cuda, 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test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_1_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_1_batch_size_16_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_1_batch_size_16_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_1_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_1_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_32_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_32_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_32_batch_size_16_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_32_batch_size_16_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_32_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_32_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_64_batch_size0_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_64_batch_size0_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_64_batch_size_16_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_64_batch_size_16_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_64_batch_size_1_backend_cublas_cuda, test/test_matmul_cuda.py::TestMatmulCudaCUDA::test_mm_bmm_dtype_overload_float32_M_64_N_64_K_64_batch_size_1_backend_cublaslt_cuda, test/test_matmul_cuda.py::TestMixedDtypesLinearCudaCUDA::test_mixed_dtypes_linear_cuda_bfloat16, test/test_matmul_cuda.py::TestMixedDtypesLinearCudaCUDA::test_mixed_dtypes_linear_cuda_float16 2025-10-10T02:09:25.3698334Z 2025-10-10T02:09:25.3698466Z Running test_modules 1/3 ... [2025-10-10 02:09:25.261821] 2025-10-10T02:09:25.3698744Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:09:25.3699478Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_modules.py', '-m', 'not serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:09:25.262408] 2025-10-10T02:15:28.6379251Z 2025-10-10T02:15:28.6380410Z test_ops 5/9 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_5.9_6405d2a55828b47e_.log 2025-10-10T02:15:28.7267607Z Running 3731 items in this shard: test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_cfloat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_float_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_as_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_as_strided_partial_views_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_as_strided_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_atleast_2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_copysign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_hsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_istft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_linalg_diagonal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_masked_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_normal_number_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_t_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_xlogy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_addcdiv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cummax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_hsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_isin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_svd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linspace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_logsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_binary_cross_entropy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_glu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_local_response_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_pad_replicate_negative_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_resolve_neg_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_scatter_reduce_sum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_select_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_sparse_mm_reduce_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_split_with_sizes_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_unique_consecutive_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_unsqueeze_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_vdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_view_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_xlogy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing__chunk_cat_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_acosh_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_add_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_bfloat16_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_cfloat_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_conj_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_diag_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_double_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_dsplit_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_dstack_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_fft_fftn_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_fft_hfft2_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_hstack_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_lerp_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_narrow_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_nn_functional_conv2d_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_nn_functional_conv3d_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_sub_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_tan_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_unbind_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_zeros_like_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_dtypes___radd___cuda, test/test_ops.py::TestCommonCUDA::test_dtypes___rdiv___cuda, test/test_ops.py::TestCommonCUDA::test_dtypes___rsub___cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__native_batch_norm_legit_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs__conversions_bfloat16_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs__conversions_half_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs__conversions_long_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_acosh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_allclose_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_amin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_atanh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_block_diag_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_cosh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_deg2rad_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_dstack_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_equal_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_eye_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fft_fftshift_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_ge_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_heaviside_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_isinf_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_istft_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_linalg_diagonal_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_linalg_svd_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_logaddexp2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_logical_and_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_mul_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_native_layer_norm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_new_full_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_alpha_dropout_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_margin_ranking_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_pixel_shuffle_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_triplet_margin_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_permute_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_real_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_sign_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_entr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_log_softmax_with_dtype_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_ndtr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_squeeze_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_stack_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_tril_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_argmax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_atleast_2d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_bitwise_left_shift_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_broadcast_tensors_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_column_stack_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_contiguous_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cos_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cross_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cumprod_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_empty_like_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fft_fft2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fft_fftshift_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fft_ifft2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fft_rfftn_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_flatten_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_flipud_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_floor_divide_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_full_like_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_heaviside_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_histogram_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_histogramdd_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_i0_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_int_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_isreal_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_lcm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_eigvalsh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_matrix_power_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_matrix_rank_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_norm_subgradients_at_zero_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_pinv_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_qr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_solve_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linspace_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_amin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_argmin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_mean_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_max_pool2d_with_indices_backward_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_mul_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_mvlgamma_mvlgamma_p_1_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_mvlgamma_mvlgamma_p_5_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nanquantile_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_avg_pool3d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_conv2d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_ctc_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_interpolate_nearest-exact_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_interpolate_trilinear_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_layer_norm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_triplet_margin_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_normal_number_mean_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_permute_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_permute_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_put_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_randn_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_ravel_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_repeat_interleave_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_resize__cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_round_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_round_decimals_0_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_scalar_tensor_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_scatter_add_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_scatter_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_short_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_signal_windows_hamming_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_legendre_polynomial_p_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_scaled_modified_bessel_k1_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_xlog1py_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_split_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_split_with_sizes_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_stack_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_torch__scaled_mm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_triangular_solve_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_unbind_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_uniform_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_unique_consecutive_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_unravel_index_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_var_mean_unbiased_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_vsplit_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_zeros_like_cuda, test/test_ops.py::TestCommonCUDA::test_errors___radd___cuda, test/test_ops.py::TestCommonCUDA::test_errors__chunk_cat_cuda, test/test_ops.py::TestCommonCUDA::test_errors_amax_cuda, test/test_ops.py::TestCommonCUDA::test_errors_bitwise_left_shift_cuda, test/test_ops.py::TestCommonCUDA::test_errors_cat_cuda, test/test_ops.py::TestCommonCUDA::test_errors_cauchy_cuda, test/test_ops.py::TestCommonCUDA::test_errors_div_no_rounding_mode_cuda, test/test_ops.py::TestCommonCUDA::test_errors_div_trunc_rounding_cuda, test/test_ops.py::TestCommonCUDA::test_errors_dstack_cuda, test/test_ops.py::TestCommonCUDA::test_errors_fft_irfftn_cuda, test/test_ops.py::TestCommonCUDA::test_errors_fft_rfft2_cuda, test/test_ops.py::TestCommonCUDA::test_errors_fmax_cuda, test/test_ops.py::TestCommonCUDA::test_errors_fmod_cuda, test/test_ops.py::TestCommonCUDA::test_errors_gt_cuda, test/test_ops.py::TestCommonCUDA::test_errors_index_select_cuda, test/test_ops.py::TestCommonCUDA::test_errors_linalg_diagonal_cuda, test/test_ops.py::TestCommonCUDA::test_errors_masked_fill_cuda, test/test_ops.py::TestCommonCUDA::test_errors_narrow_cuda, test/test_ops.py::TestCommonCUDA::test_errors_ne_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_adaptive_avg_pool1d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_adaptive_max_pool2d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_avg_pool3d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_huber_loss_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_multilabel_margin_loss_cuda, test/test_ops.py::TestCommonCUDA::test_errors_reshape_as_cuda, test/test_ops.py::TestCommonCUDA::test_errors_signal_windows_cosine_cuda, test/test_ops.py::TestCommonCUDA::test_errors_signal_windows_hamming_cuda, test/test_ops.py::TestCommonCUDA::test_errors_signal_windows_nuttall_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_randn_like_layout1_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_randn_like_layout4_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_sum_layout1_cuda, test/test_ops.py::TestCommonCUDA::test_errors_special_hermite_polynomial_h_cuda, test/test_ops.py::TestCommonCUDA::test_errors_t_cuda, test/test_ops.py::TestCommonCUDA::test_errors_true_divide_cuda, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_clamp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_diagonal_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_diff_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_erfc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_floor_divide_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fmod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_heaviside_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_isneginf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_eigvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_householder_product_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_matrix_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_slogdet_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_vector_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_logit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_matmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_msort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_ne_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nextafter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nn_functional_avg_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_polar_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_renorm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_searchsorted_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_entr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_modified_bessel_i1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_modified_bessel_k0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_scaled_modified_bessel_k0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_spherical_bessel_j0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_zeta_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_tensordot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_where_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_H_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices___getitem___cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_addbmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_any_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_argwhere_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_as_strided_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_asinh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atleast_3d_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bitwise_left_shift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_broadcast_tensors_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_broadcast_tensors_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cdouble_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_char_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cholesky_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_conj_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_constant_pad_nd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_contiguous_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cummax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diagonal_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_div_trunc_rounding_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_dsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_empty_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_equal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_expm1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ifftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ihfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_irfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ge_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_gt_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_heaviside_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_heaviside_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_hypot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_put_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_reduce_amin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isneginf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isneginf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isreal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_2inputs_2outputs_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_4inputs_with_extra_args_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_binary_return_by_ref_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_lgamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_lu_factor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_matrix_rank_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_svd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_tensorsolve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log_softmax_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logical_and_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logical_and_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_long_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_amax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_median_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_prod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_sum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_max_binary_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_maximum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_movedim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_multinomial_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nanmean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nanmedian_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_neg_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_new_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_binary_cross_entropy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_celu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_interpolate_bicubic_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_max_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pad_constant_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pad_reflect_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_rms_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_triplet_margin_with_distance_loss_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_norm_inf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_norm_nuc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ones_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ones_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ones_like_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ormqr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_permute_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_pow_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_randint_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_reciprocal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_remainder_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_renorm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_resize_as__cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scatter_reduce_sum_cuda_int64, 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test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_lu_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mT_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_logsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_matmul_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_matrix_exp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_min_reduction_with_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_minimum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_movedim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mul_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_multinomial_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nan_to_num_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_narrow_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_ne_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_empty_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_full_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_celu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_margin_ranking_loss_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_multi_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_multilabel_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_one_hot_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pad_circular_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pad_replicate_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pad_replicate_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pad_replicate_negative_cuda_int64, 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test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_quantile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_rad2deg_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_randint_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_randint_like_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_real_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_renorm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_resize_as__cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_rsub_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_reduce_amax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_reduce_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sigmoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_signal_windows_general_hamming_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_signal_windows_hann_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sin_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_slice_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_airy_ai_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_erfcx_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_i0e_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_modified_bessel_i0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_modified_bessel_k0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_ndtr_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_list_args_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_std_mean_unbiased_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sum_to_size_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_t_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_to_sparse_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_to_sparse_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_topk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tril_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_triu_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unbind_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unflatten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unfold_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unsqueeze_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_var_mean_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_vdot_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_view_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_view_cuda_complex64, 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test/test_ops.py::TestCommonCUDA::test_out_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_pad_reflect_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_relu6_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nonzero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_acosh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_addbmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_addcdiv_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_cholesky_inverse_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_cos_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_erfc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_exp2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_fftn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_fftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_hfft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_hfftn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_ifft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_ihfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_irfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_float_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fmax_cuda_float32, 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test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_logaddexp2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_logsumexp_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_lu_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_maximum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_nanquantile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_nn_functional_linear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_norm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_norm_nuc_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_outer_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_remainder_cuda_float32, 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test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_split_with_sizes_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_square_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_squeeze_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_svd_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_take_along_dim_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_triu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_vdot_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_vstack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_round_decimals_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_scatter_reduce_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_sinh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_slice_scatter_cuda_float32, 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test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_argsort_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_asin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_atan2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_baddbmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_bool_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_ceil_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_cos_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_cumulative_trapezoid_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_diagonal_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_double_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_einsum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_equal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_eye_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_fft_hfft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_fft_ifftshift_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_flatten_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_heaviside_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_igammac_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_index_reduce_amax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_item_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_lu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_qr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_slogdet_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_tensorsolve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_logcumsumexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_lt_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_masked_prod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_multinomial_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_mv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_avg_pool1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_interpolate_bicubic_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_max_pool1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_pad_reflect_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_silu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_softsign_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_ones_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_permute_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_reshape_as_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_reshape_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_resize_as__cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_rsqrt_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_signal_windows_general_hamming_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_special_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_squeeze_multiple_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_std_mean_unbiased_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_t_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_take_along_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_tensordot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_uniform_cuda_float32, 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test/test_ops.py::TestCompositeComplianceCUDA::test_operator_broadcast_shapes_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_broadcast_to_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_cholesky_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_clamp_min_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_conj_physical_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_contiguous_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_cummax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_double_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_exponential_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_fft_ifft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_fmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_fmod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_geqrf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_gradient_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_hash_tensor_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_igammac_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_index_reduce_prod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_item_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_jiterator_2inputs_2outputs_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_jiterator_unary_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_lu_factor_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_matrix_rank_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_tensorsolve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linspace_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_log_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_logaddexp2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_long_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_lu_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_masked_amax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_masked_cumsum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_masked_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_native_batch_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_native_dropout_backward_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_avg_pool1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_conv2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_conv_transpose1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_max_pool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_mish_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_multi_margin_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_softsign_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_positive_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_pow_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_randint_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_remainder_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_repeat_interleave_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_signal_windows_cosine_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_sin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_std_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_std_mean_unbiased_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_tanh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_to_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_topk_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_transpose_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_unique_consecutive_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_var_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_view_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay___rmod___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay__unsafe_masked_index_put_accumulate_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_addmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_all_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_asinh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_atleast_2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_cat_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_cholesky_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_chunk_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_column_stack_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_constant_pad_nd_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_copysign_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_count_nonzero_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_cov_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_diagonal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_diff_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_dist_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_fftshift_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_ifft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_index_reduce_amin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_index_reduce_prod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_int_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_isclose_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_isfinite_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_item_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_jiterator_binary_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_lerp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_ldl_factor_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_matrix_power_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_matrix_rank_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_slogdet_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_log2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_softmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_mul_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_mv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_ne_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_avg_pool2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_dropout_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_glu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_max_unpool2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_mse_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_multi_margin_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_pad_reflect_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_silu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_softplus_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_threshold_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nonzero_static_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_norm_fro_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_positive_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_randint_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_reciprocal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_repeat_interleave_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_sign_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_signal_windows_cosine_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_signal_windows_gaussian_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_signal_windows_nuttall_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_entr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_modified_bessel_k1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_ndtr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_scaled_modified_bessel_k0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_std_unbiased_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_to_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_transpose_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_tril_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unbind_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unsqueeze_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_vstack_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_xlogy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_zero__cuda_float32, test/test_ops.py::TestMathBitsCUDA::test_conj_view_T_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view___rdiv___cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view___rsub___cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_bool_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_char_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_double_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_all_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_broadcast_to_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_diagonal_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_diagonal_scatter_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_ifftn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_flatten_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fliplr_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_float_power_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_logical_not_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_logical_xor_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_movedim_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_nn_functional_log_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_rot90_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_sinh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_special_log_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_square_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_sub_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_t_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_triu_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_unfold_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_vdot_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_view_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_where_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__unsafe_masked_index_put_accumulate_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_abs_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_add_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_atleast_1d_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_baddbmm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_byte_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cfloat_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_chalf_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_char_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_contiguous_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cumulative_trapezoid_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_div_no_rounding_mode_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_empty_strided_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_equal_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_expand_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_float_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_float_power_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_full_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_gradient_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_isclose_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_lu_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_matrix_rank_hermitian_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_pinv_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_pinv_hermitian_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_vander_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_log_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_logical_xor_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_logspace_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_lu_solve_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_mT_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_cumsum_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_scatter_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_matmul_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_meshgrid_variadic_tensors_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nanmean_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_new_full_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_real_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_reshape_as_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_resolve_neg_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_scatter_add_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_scatter_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_short_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sigmoid_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_svd_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_take_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_triangular_solve_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_unflatten_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_view_as_real_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view___rmul___cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs__conversions_int_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_clone_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_empty_strided_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_fft_hfftn_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_flatten_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_hstack_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_index_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_index_select_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_linalg_diagonal_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_log_softmax_with_dtype_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_logical_and_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_logical_or_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_mean_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_movedim_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_mul_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_narrow_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_new_ones_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_softmax_with_dtype_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_tanhshrink_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_norm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_sgn_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_squeeze_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_triu_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_true_divide_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_byte_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_cos_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_diag_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_div_no_rounding_mode_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_empty_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_equal_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_expand_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_geqrf_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_hstack_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_index_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_index_select_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_isnan_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_det_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_inv_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_matrix_rank_hermitian_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_logdet_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_logsumexp_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_mT_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_cumsum_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_fill_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_logsumexp_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_normalize_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_select_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_channel_shuffle_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_triplet_margin_with_distance_loss_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_norm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_repeat_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_reshape_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_resolve_neg_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_roll_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_sqrt_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_sum_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_unflatten_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_uniform_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_view_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_view__chunk_cat_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_double_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_long_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_addcdiv_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_addcmul_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_arange_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_as_strided_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_clamp_min_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_cos_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_diagonal_scatter_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_ihfftn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_floor_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fmod_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_index_fill_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_item_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_le_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linalg_svd_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_minimum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_new_full_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_relu6_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_threshold_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_normal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_permute_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_renorm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_round_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_bessel_j0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_logit_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_t_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_unbind_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_vdot_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_vsplit_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_acos_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_atan2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_bernoulli_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cat_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_diag_embed_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_dist_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_empty_like_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_ifft2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_irfft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_frexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_grid_sampler_3d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_hash_tensor_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_index_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_index_reduce_amin_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_isnan_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_item_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_jiterator_2inputs_2outputs_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_kthvalue_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_lgamma_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_inv_ex_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_matrix_power_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logical_and_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logical_or_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logsumexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_min_reduction_no_dim_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_narrow_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_channel_shuffle_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_conv1d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_hardtanh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_interpolate_bicubic_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_local_response_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_pairwise_distance_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_softmin_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nonzero_static_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_norm_fro_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_ones_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_permute_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_polar_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_rand_like_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_randint_like_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_ravel_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_rsub_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_select_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_bartlett_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_hann_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_nuttall_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sinc_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sort_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_log_ndtr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_modified_bessel_k1_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_scaled_modified_bessel_k0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_scaled_modified_bessel_k1_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_xlog1py_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_square_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sum_to_size_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_uniform_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unsafe_split_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_view_copy_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_fake_acosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_alias_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_allclose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_argmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_as_strided_partial_views_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_atanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_atleast_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_H_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast___ror___cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast__batch_norm_with_update_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast__upsample_bilinear2d_aa_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_addmm_decomposed_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_allclose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_bitwise_not_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_bitwise_or_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cartesian_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_diagflat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_hfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_hfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_ihfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_full_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_ge_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_half_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_isnan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_isreal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_cholesky_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_cholesky_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_lu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_log_normal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logaddexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_argmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_new_full_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nextafter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_conv_transpose2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_cosine_similarity_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_pdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_normal_number_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_ones_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_randn_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_scatter_reduce_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_short_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_sparse_mm_reduce_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_log_ndtr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_squeeze_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_squeeze_multiple_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_stft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_topk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_torch__scaled_mm_cuda_float8_e4m3fn, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_unflatten_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_view_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_baddbmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_clamp_max_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_clamp_min_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_column_stack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_as_strided_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_atan2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_block_diag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cholesky_inverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_corrcoef_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cos_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_diag_embed_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_diagflat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_diff_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_div_trunc_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_dstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_irfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_grid_sampler_3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_i0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_index_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_index_reduce_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_lgamma_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_householder_product_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_tensorsolve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_mT_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_log_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_logaddexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_meshgrid_variadic_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_minimum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_binary_cross_entropy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_celu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_conv1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_linear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_max_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_relu6_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_relu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_unfold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_ormqr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_resolve_conj_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_round_decimals_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_sinh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_to_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_to_sparse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_trace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_trapezoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_unsqueeze_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_var_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_view_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp___rdiv___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_addbmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_addcdiv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_addmv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_atan2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_atleast_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cholesky_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_constant_pad_nd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_deg2rad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_diagonal_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_einsum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_fft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_half_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_cholesky_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_eig_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_multi_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_log10_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_mT_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_log_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_logaddexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_movedim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_native_batch_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_conv_transpose1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_max_unpool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_pairwise_distance_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_relu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_softplus_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_threshold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_outer_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_permute_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_reciprocal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_special_entr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_special_xlog1py_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_square_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_squeeze_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sub_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_trunc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_unsafe_chunk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_view_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cummin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_div_floor_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_empty_strided_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_erf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_fftshift_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_ifft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_rfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_rfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_float_power_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_full_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_grid_sampler_3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_reduce_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_inner_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_isin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_isposinf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_isreal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_inv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_svdvals_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_log_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_max_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_avg_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_celu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_dropout3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_interpolate_bicubic_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_interpolate_linear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_max_unpool2d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_one_hot_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_pairwise_distance_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_polygamma_polygamma_n_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_positive_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_rand_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_randn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_remainder_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_reshape_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_resize__cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_resolve_neg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_scatter_reduce_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_sin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_bessel_j1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_sqrt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_std_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_unbind_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_unsafe_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_unsqueeze_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_vdot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops___radd___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops__chunk_cat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops__segment_reduce_offsets_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_abs_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_acosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_addbmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_atleast_1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_bool_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_diag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_diff_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_div_floor_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_empty_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_empty_permuted_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_ifft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_irfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_gradient_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_hsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_index_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_isneginf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_isreal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_kthvalue_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_lcm_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_lerp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_cholesky_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_cholesky_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_householder_product_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_ldl_factor_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_lu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_pinv_hermitian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_vander_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_vector_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_logdet_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_logical_not_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_lt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_lu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_movedim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nan_to_num_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nanmean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_new_empty_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_dropout_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_linear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_multi_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_prelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_softplus_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nonzero_static_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_ones_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_permute_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_polygamma_polygamma_n_2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_remainder_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_scalar_tensor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_sin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_sparse_mm_reduce_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_bessel_y0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_bessel_y1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_log_ndtr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_stack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_stft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_take_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_to_sparse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_tril_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_triu_indices_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unbind_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unique_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_view_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_vsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_where_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_bool, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_zeros_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_zeros_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_arange_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_arange_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_tensor_overload_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_tensor_overload_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_ones_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_ones_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_ones_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_ones_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_bool, test/test_ops.py::TestTagsCUDA::test_tags_T_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags___radd___cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags___rmod___cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags___ror___cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags___rpow___cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_T_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_byte_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_cdouble_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_complex_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_int_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_atleast_2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_broadcast_tensors_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_broadcast_to_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_cat_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_ceil_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_diagonal_scatter_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_expand_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_ifft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_ifftshift_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_flipud_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fmod_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_i0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_isclose_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_logical_or_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_logspace_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nan_to_num_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_narrow_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_new_full_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_celu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_elu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_softmax_with_dtype_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_normal__in_place_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_renorm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_rot90_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_sign_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_special_softmax_with_dtype_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_tanh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_true_divide_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_unbind_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_unflatten_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_unfold_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_unsqueeze_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_var_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_abs_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_addmm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_argmin_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_atan2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_atan_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_bitwise_left_shift_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags_bitwise_xor_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags_deg2rad_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_erfinv_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_expand_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_ifft2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_ifft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_ifftshift_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_irfftn_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_flip_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fmin_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_index_reduce_mean_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_cross_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_lstsq_grad_oriented_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_lu_factor_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_matrix_power_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_qr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_svd_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_vander_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_logaddexp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_logdet_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_logical_and_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_argmin_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_cumsum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_fill_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_softmax_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_cosine_similarity_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_max_unpool2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_normalize_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_pad_replicate_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_relu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_silu_complex_cuda_complex64, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_silu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_softmin_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nonzero_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_norm_inf_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_ormqr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_resize_as__cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_roll_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scatter_add_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sign_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_signal_windows_general_hamming_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_signal_windows_kaiser_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_signbit_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sparse_mm_reduce_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_i1e_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_modified_bessel_i0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_xlog1py_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_split_with_sizes_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_std_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_triu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_trunc_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_unsafe_chunk_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_unsqueeze_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_view_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_where_cuda_float32 2025-10-10T02:15:28.8125954Z 2025-10-10T02:15:28.8126082Z Running test_meta 4/4 ... [2025-10-10 02:15:28.645496] 2025-10-10T02:15:28.8126359Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:15:28.8127107Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_meta.py', '-m', 'not serial', '--shard-id=4', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:15:28.646129] 2025-10-10T02:17:05.2507248Z 2025-10-10T02:17:05.2508081Z test_modules 1/3 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_1.3_2d204ef136715a8e_.log 2025-10-10T02:17:05.2810958Z Running 1194 items in this shard: test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_check_inplace_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_cpu_gpu_parity_nn_ZeroPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BCELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LeakyReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MSELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmax2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_device_ctx_init_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_errors_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_errors_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiLabelSoftMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_factory_kwargs_nn_ZeroPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Conv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose3d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_forward_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_forward_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_RNNCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softplus_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_forward_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_forward_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_grad_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GRUCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_InstanceNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_grad_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_GRU_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_GRU_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LPPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_TransformerEncoder_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_gradgrad_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_BatchNorm3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Bilinear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CircularPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_GroupNorm_cuda_float16, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_InstanceNorm3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LSTM_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LocalResponseNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_LogSigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiheadAttention_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_MultiheadAttention_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_RNN_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_RNN_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_SmoothL1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BCELoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm3d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CTCLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRU_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardswish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Linear_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReflectionPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Sigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Softsign_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoderLayer_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_memory_format_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveAvgPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AvgPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConstantPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose1d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose1d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_FractionalMaxPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Hardswish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_L1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_L1Loss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTMCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LayerNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LazyConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LogSoftmax_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Mish_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_NLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_PReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Softshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_Transformer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_multiple_device_transfer_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveAvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AdaptiveMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BCEWithLogitsLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BCEWithLogitsLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_BatchNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CircularPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ConvTranspose3d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CrossEntropyLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GRUCell_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GaussianNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Hardshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_HuberLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm3d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_InstanceNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_KLDivLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LSTM_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LazyConvTranspose1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Linear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MSELoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_NLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_RMSNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_RNNCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_RNN_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReLU6_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReflectionPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_SoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Softmax2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Softmin_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_TransformerEncoderLayer_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ZeroPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_non_contiguous_tensors_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_AdaptiveAvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_BatchNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CircularPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CircularPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConstantPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Conv3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose1d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ConvTranspose3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_CosineEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_CrossEntropyLoss_cuda_float16, test/test_modules.py::TestModuleCUDA::test_repr_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Embedding_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Embedding_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_FractionalMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_GLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GRU_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_GroupNorm_cuda_bfloat16, test/test_modules.py::TestModuleCUDA::test_repr_nn_Hardshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Hardtanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Hardtanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_HingeEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_InstanceNorm3d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LPPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LSTM_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LayerNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LazyConv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_LocalResponseNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_MarginRankingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiLabelMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiMarginLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_MultiheadAttention_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_PoissonNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNN_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_RNN_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReLU6_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReflectionPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReplicationPad3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ReplicationPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_SELU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_SELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_SiLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_Tanh_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_Tanhshrink_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoderLayer_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_TransformerEncoder_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_repr_nn_ZeroPad3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveAvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveAvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AdaptiveMaxPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_AvgPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm1d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_BatchNorm3d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Bilinear_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CTCLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CircularPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CircularPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConstantPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Conv1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Conv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose2d_cuda_complex128, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose2d_cuda_complex32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose2d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose3d_cuda_complex64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ConvTranspose3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CosineEmbeddingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_CrossEntropyLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ELU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_FractionalMaxPool2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_FractionalMaxPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GaussianNLLLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GroupNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_GroupNorm_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_HingeEmbeddingLoss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_HuberLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm1d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm1d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm1d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm2d_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm2d_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm2d_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_InstanceNorm2d_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_KLDivLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LPPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LPPool2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LPPool3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LPPool3d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LSTMCell_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LSTM_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LSTM_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConv3d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConvTranspose2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LazyConvTranspose2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LeakyReLU_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LogSigmoid_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_LogSoftmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MarginRankingLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MaxPool1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Mish_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiLabelMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiLabelSoftMarginLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_MultiheadAttention_train_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_PReLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_PoissonNLLLoss_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RMSNorm_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_RNN_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReflectionPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReplicationPad2d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ReplicationPad2d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SiLU_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Sigmoid_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_SmoothL1Loss_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmax_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softmin_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softplus_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Softshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Tanh_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Tanhshrink_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Threshold_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Threshold_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerDecoderLayer_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerDecoderLayer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoderLayer_train_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoder_eval_mode_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_TransformerEncoder_eval_mode_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_Transformer_cuda_float64, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ZeroPad1d_cuda_float32, test/test_modules.py::TestModuleCUDA::test_save_load_nn_ZeroPad1d_cuda_float64, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveAvgPool3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveMaxPool1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AdaptiveMaxPool3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_AvgPool3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BCELoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm1d_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm2d_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm2d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_BatchNorm3d_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Bilinear_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CELU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CTCLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CircularPad2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConstantPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConstantPad3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Conv3d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConvTranspose2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ConvTranspose2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_CrossEntropyLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Embedding_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_FractionalMaxPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_FractionalMaxPool3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GRUCell_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GroupNorm_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_GroupNorm_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Hardshrink_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Hardshrink_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Hardswish_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Hardswish_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Hardtanh_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_HuberLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_HuberLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm2d_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm2d_train_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm3d_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_InstanceNorm3d_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_L1Loss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_L1Loss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LSTM_eval_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LeakyReLU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Linear_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LocalResponseNorm_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LogSigmoid_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LogSigmoid_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_LogSoftmax_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MSELoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MarginRankingLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MaxPool1d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MaxPool2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiLabelMarginLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_MultiheadAttention_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_NLLLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_NLLLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_PReLU_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_PoissonNLLLoss_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_RMSNorm_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReLU6_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReLU6_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReLU_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReflectionPad1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReflectionPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReflectionPad2d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReplicationPad1d_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReplicationPad2d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_ReplicationPad3d_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_SoftMarginLoss_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Softshrink_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Tanh_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_Threshold_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoderLayer_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoderLayer_train_mode_swap_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_empty_nn_TransformerEncoder_eval_mode_swap_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveAvgPool1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool1d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AdaptiveMaxPool3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_AvgPool3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCELoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BCELoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm1d_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm2d_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_BatchNorm3d_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CELU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CELU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CTCLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CTCLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CTCLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad2d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CircularPad2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConstantPad3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Conv3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ConvTranspose3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_CrossEntropyLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ELU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Embedding_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_FractionalMaxPool3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GELU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GELU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GELU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GLU_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GLU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRUCell_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRUCell_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRUCell_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GRU_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GaussianNLLLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_GroupNorm_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardshrink_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardshrink_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardswish_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardtanh_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Hardtanh_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HingeEmbeddingLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HingeEmbeddingLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HuberLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HuberLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_HuberLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm1d_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm2d_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_train_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_InstanceNorm3d_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_KLDivLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_L1Loss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_L1Loss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LPPool2d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTMCell_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTMCell_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LSTM_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LayerNorm_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LayerNorm_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LayerNorm_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LayerNorm_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LeakyReLU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Linear_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LocalResponseNorm_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSigmoid_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_LogSigmoid_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MSELoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MSELoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MarginRankingLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MarginRankingLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool1d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MaxPool3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Mish_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiLabelMarginLoss_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiMarginLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiMarginLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_MultiheadAttention_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_NLLLoss_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_NLLLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNNCell_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_train_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_RNN_train_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReLU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReflectionPad3d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad1d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ReplicationPad3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SELU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SELU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SiLU_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SiLU_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SiLU_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Sigmoid_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Sigmoid_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SoftMarginLoss_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_SoftMarginLoss_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax2d_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmax_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmin_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softmin_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Softshrink_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanh_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanh_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanhshrink_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Tanhshrink_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerDecoderLayer_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoderLayer_eval_mode_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_eval_mode_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_eval_mode_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_eval_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_TransformerEncoder_train_mode_swap_True_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_Transformer_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad1d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad2d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad3d_swap_False_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad3d_swap_False_set_grad_True_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad3d_swap_True_set_grad_False_cuda_float32, test/test_modules.py::TestModuleCUDA::test_to_nn_ZeroPad3d_swap_True_set_grad_True_cuda_float32 2025-10-10T02:17:05.3094647Z 2025-10-10T02:17:05.3094784Z Running test_decomp 6/17 ... [2025-10-10 02:17:05.252962] 2025-10-10T02:17:05.3095078Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:17:05.3095911Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=6', '--num-shards=17', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:17:05.253324] 2025-10-10T02:24:04.1361068Z 2025-10-10T02:24:04.1364789Z test_meta 4/4 was successful, full logs can be found in artifacts with path test/test-reports/test_meta_4.4_d54cd53dcf06702f_.log 2025-10-10T02:24:04.3851227Z Running 10050 items in this shard: test/test_meta.py::TestMetaConverter::test_channels_last_non_leaf, test/test_meta.py::TestMetaConverter::test_empty_strided_non_dense_leaf, test/test_meta.py::TestMetaConverter::test_imag, test/test_meta.py::TestMetaConverter::test_non_leaf_torture, test/test_meta.py::TestMetaConverter::test_view_of_view_of_leaf, test/test_meta.py::TestMetaCUDA::test_batch_norm_backward_output_mask2_cuda, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___radd___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___rpow___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___rsub___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_hypot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_le_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_copysign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_float_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_hypot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_le_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_laguerre_polynomial_l_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_zeta_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___getitem___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___getitem___cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___getitem___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___getitem___cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___radd___cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rand___cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rdiv___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmatmul___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmatmul___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmatmul___cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmod___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmul___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmul___cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmul___cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___ror___cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___ror___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rpow___cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rpow___cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rsub___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rxor___cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rxor___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__batch_norm_with_update_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__batch_norm_with_update_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__batch_norm_with_update_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__chunk_cat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__foreach_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__foreach_acos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__foreach_acos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__foreach_acos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__foreach_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__foreach_addcdiv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__foreach_addcmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__foreach_addcmul_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_partial_views_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_partial_views_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_partial_views_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_1d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_2d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_3d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_baddbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bernoulli_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bernoulli_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bincount_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_left_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_right_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_shapes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cauchy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_inverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exponential_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftshift_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_frac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_frexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geqrf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hash_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_histc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hypot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_i0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_imag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_imag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_inner_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_inner_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isfinite_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isfinite_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isfinite_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isfinite_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isfinite_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isinf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isnan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isnan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isnan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isnan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isneginf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isneginf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isposinf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isreal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isreal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isreal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isreal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_item_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_item_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_item_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_4inputs_with_extra_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lcm_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lcm_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lerp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lgamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lgamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lgamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cond_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_det_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eigh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eigh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eigvalsh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eigvalsh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_inv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_inv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_ldl_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lstsq_grad_oriented_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_factor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_matrix_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_matrix_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_matrix_rank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_multi_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_multi_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_pinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_pinv_singular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_slogdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_slogdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_triangular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_triangular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_triangular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_svdvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_tensorsolve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_tensorsolve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vander_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vander_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vander_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vecdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vecdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vecdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vector_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vector_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logdet_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_unpack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_unpack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_multinomial_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_multinomial_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_dropout_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_max_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_avg_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_avg_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_batch_norm_without_cudnn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_batch_norm_without_cudnn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_binary_cross_entropy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_channel_shuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_embedding_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_embedding_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_embedding_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_embedding_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cross_entropy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_dropout2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_dropout2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_dropout3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_dropout_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_embedding_bag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_embedding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_gaussian_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_gelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_gelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_glu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_group_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardswish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardtanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardtanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardtanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardtanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hinge_embedding_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hinge_embedding_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_instance_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_area_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_bicubic_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_bicubic_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest-exact_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest-exact_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest-exact_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest-exact_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_trilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_kl_div_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_layer_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_leaky_relu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_leaky_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_local_response_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_margin_ranking_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_margin_ranking_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_margin_ranking_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_unpool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_unpool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_unpool3d_grad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_mish_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_mse_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_mse_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_multi_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_one_hot_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_circular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_circular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_circular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_circular_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_circular_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_constant_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_constant_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_constant_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_constant_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pairwise_distance_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pairwise_distance_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pairwise_distance_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pairwise_distance_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pairwise_distance_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_shuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_unshuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_unshuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_unshuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_poisson_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_poisson_nll_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_poisson_nll_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_poisson_nll_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_prelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu6_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu6_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu6_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_rms_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_rrelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_selu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softsign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softsign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softsign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_tanhshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_tanhshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_threshold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_threshold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_threshold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_nearest_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_norm_fro_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_norm_fro_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_normal_in_place_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_normal_number_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ormqr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pca_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pca_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pinverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pinverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_renorm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_short_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_short_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sigmoid_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sigmoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_bartlett_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_general_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_nuttall_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signbit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signbit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sparse_mm_reduce_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sparse_sampled_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_airy_ai_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_airy_ai_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_v_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_w_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_w_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_w_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_erfcx_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_h_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_he_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_he_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i1e_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_laguerre_polynomial_l_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_legendre_polynomial_p_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_legendre_polynomial_p_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_log_ndtr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_log_ndtr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_log_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_k0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_k1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_spherical_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_zeta_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_zeta_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_list_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_list_args_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_square_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_square_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_square_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_square_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensordot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensordot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch__scaled_mm_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triangular_solve_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_uniform_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_uniform_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_trunc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_zero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_zero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_zero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__native_batch_norm_legit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__segment_reduce_lengths_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__segment_reduce_lengths_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__segment_reduce_offsets_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__softmax_backward_data_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__unsafe_masked_index_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__unsafe_masked_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__upsample_bilinear2d_aa_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__upsample_bilinear2d_aa_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_abs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_abs_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_abs_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_abs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcdiv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_decomposed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_decomposed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_2d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_baddbmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_baddbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_baddbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bernoulli_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bernoulli_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bincount_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_right_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bool_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bool_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bucketize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bucketize_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_byte_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_byte_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cartesian_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cartesian_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cartesian_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ceil_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ceil_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cfloat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cfloat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cfloat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chalf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chalf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chalf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_char_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cholesky_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clone_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_column_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_column_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_combinations_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_combinations_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dist_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_einsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_equal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_equal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_equal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flip_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fliplr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fliplr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_power_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geqrf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geqrf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_grid_sampler_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_grid_sampler_3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_grid_sampler_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hash_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hash_tensor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hash_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hypot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_imag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_imag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_inner_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isinf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isinf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isinf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isnan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isnan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isnan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isnan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isneginf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isreal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isreal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isreal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isreal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_istft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_item_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_item_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_item_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_2inputs_2outputs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_2inputs_2outputs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_4inputs_with_extra_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_4inputs_with_extra_args_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_unary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kron_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kron_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kron_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kron_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kthvalue_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kthvalue_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lcm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_le_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_le_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_le_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lerp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lerp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lerp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lgamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lgamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lgamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lgamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lgamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cond_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_eig_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_eigvalsh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_householder_product_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lstsq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lstsq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lstsq_grad_oriented_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_hermitian_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_hermitian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_multi_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_subgradients_at_zero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_pinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_pinv_hermitian_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_pinv_singular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_pinv_singular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_slogdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_slogdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_solve_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_solve_triangular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_tensorinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_tensorinv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_tensorinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_tensorinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_tensorsolve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_tensorsolve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vander_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vecdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vecdot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vector_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log10_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logaddexp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logcumsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_std_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_var_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_matrix_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_pool2d_with_indices_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_maximum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_median_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_list_of_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_list_of_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_list_of_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_list_of_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_variadic_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_variadic_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_multinomial_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_dropout_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_dropout_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ne_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ne_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nextafter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_avg_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_avg_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_max_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_alpha_dropout_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_alpha_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_batch_norm_without_cudnn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_batch_norm_without_cudnn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_celu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_channel_shuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_channel_shuffle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_channel_shuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv_transpose1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv_transpose1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv_transpose2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv_transpose2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv_transpose2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_cosine_embedding_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_cosine_embedding_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_cosine_embedding_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_cosine_embedding_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_cross_entropy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_dropout2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_dropout3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_dropout3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_dropout_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_elu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_embedding_bag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_fractional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_fractional_max_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_gaussian_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_glu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_glu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_grid_sample_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_hardsigmoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_hardtanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_instance_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_area_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_bicubic_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_linear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_trilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_trilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_kl_div_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_l1_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_layer_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_leaky_relu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_leaky_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_linear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_local_response_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_logsigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_margin_ranking_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_margin_ranking_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_unpool2d_grad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_unpool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_unpool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_unpool3d_grad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_mse_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_multi_head_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_multi_head_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_multi_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_circular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_circular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_circular_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_constant_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_constant_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_constant_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_constant_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_constant_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_constant_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_reflect_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_reflect_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_replicate_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_replicate_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_replicate_negative_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pairwise_distance_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_shuffle_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_shuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_shuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_shuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_unshuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_unshuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_unshuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_poisson_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_poisson_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_poisson_nll_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_prelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_prelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_relu6_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_relu6_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_relu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_rms_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_rms_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_rms_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_rms_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_rrelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_scaled_dot_product_attention_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_silu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_silu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_silu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_smooth_l1_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softmin_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softmin_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softmin_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softplus_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softsign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softsign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softsign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_threshold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_threshold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_upsample_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_static_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_static_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_static_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_static_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_static_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_norm_fro_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_norm_inf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_normal_in_place_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_normal_number_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ormqr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ormqr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pca_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pinverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polar_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_renorm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_neg_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_searchsorted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_searchsorted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_searchsorted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sgn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sgn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sgn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_short_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_short_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_short_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sigmoid_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sigmoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_hann_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_kaiser_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_nuttall_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signbit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signbit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sparse_mm_reduce_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sparse_sampled_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_airy_ai_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_airy_ai_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_j0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_j1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_j1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_y0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_y1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_u_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_u_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_v_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_v_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_v_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_w_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_entr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_entr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_erfcx_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_h_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_h_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_h_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_he_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_he_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_he_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_he_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i1e_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i1e_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_laguerre_polynomial_l_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_laguerre_polynomial_l_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_legendre_polynomial_p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_legendre_polynomial_p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_log_ndtr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_log_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_log_ndtr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_log_ndtr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_i0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_i0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_i1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtri_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_scaled_modified_bessel_k0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_scaled_modified_bessel_k1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_scaled_modified_bessel_k1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_u_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_u_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_spherical_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_xlog1py_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_xlog1py_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_xlog1py_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_zeta_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_zeta_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_zeta_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_zeta_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_list_args_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_list_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_list_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_list_args_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trunc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_consecutive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_cuda_uint32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_cuda_uint64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unravel_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unravel_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vdot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_where_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_where_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_where_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_where_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_xlogy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_xlogy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_xlogy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_zero__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_zero__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_zeros_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_zeros_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_zeros_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_zeros_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_H_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_H_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_T_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_T_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_T_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_T_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_T_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___getitem___cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___getitem___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___radd___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___radd___cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___radd___cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rand___cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rand___cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rand___cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rdiv___cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rdiv___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rmatmul___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rmatmul___cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rmod___cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rmul___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rmul___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rmul___cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___ror___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rpow___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rpow___cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rpow___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rpow___cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rxor___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__chunk_cat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_abs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_abs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_acos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_acos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcdiv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcdiv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcdiv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcdiv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcmul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_asin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_asin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_asin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_atan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_atan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_ceil_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_clamp_min_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_cos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_cos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_cos_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_cosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_cosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_div_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_div_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_erf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_erf_cuda_int8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_floor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_floor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_floor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_frac_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_frac_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_frac_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_frac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_frac_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_frac_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_acos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_acosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_acosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_acosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addcdiv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addcmul_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides__segment_reduce_offsets_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides__softmax_backward_data_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides__unsafe_masked_index_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_addcdiv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_addmm_decomposed_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_addr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_aminmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_angle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_any_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_as_strided_partial_views_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_bitwise_left_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_bitwise_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_char_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_cholesky_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_column_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_combinations_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_constant_pad_nd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_corrcoef_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_count_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_cov_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_cummin_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_geqrf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_grid_sampler_3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_hsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_imag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_index_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_inner_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_isneginf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_jiterator_4inputs_with_extra_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lcm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_eigvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_householder_product_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_ldl_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_lu_factor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_matrix_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_multi_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log10_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_max_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_max_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_celu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_channel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_conv2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_conv3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_conv_transpose1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_cosine_embedding_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_dropout3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_embedding_bag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_grid_sample_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_group_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_hinge_embedding_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_instance_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_interpolate_area_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_interpolate_linear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_interpolate_trilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_l1_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_unpool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_unpool3d_grad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_multi_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_prelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_rrelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_softshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_softsign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_threshold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_triplet_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_upsample_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_norm_fro_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_norm_inf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_normal_number_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_ormqr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_rad2deg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_real_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_reshape_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_resize__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_scatter_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_scatter_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_select_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_signal_windows_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_signal_windows_hann_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_signbit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_slice_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_sort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_bessel_y1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_hermite_polynomial_he_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_modified_bessel_i0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_ndtr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_ndtri_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_scaled_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_square_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_squeeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_std_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_stft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_torch__scaled_mm_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unique_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unsqueeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_var_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_vdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_where_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_zero__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_zeros_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_allclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_allclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_aminmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_aminmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_aminmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_aminmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_arange_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_arange_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_arange_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argwhere_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argwhere_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argwhere_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argwhere_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_partial_views_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_partial_views_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asinh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_1d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_2d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_2d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bernoulli_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bfloat16_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bfloat16_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bfloat16_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_right_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_block_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cauchy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_inverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_contiguous_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_contiguous_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_contiguous_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cos_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cov_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cov_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumulative_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_digamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_digamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_digamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dist_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_floor_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_floor_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_no_rounding_mode_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_no_rounding_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_no_rounding_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_no_rounding_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_trunc_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_trunc_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_trunc_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_trunc_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_permuted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_permuted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_permuted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_eq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_equal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_equal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_equal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_equal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_equal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfinv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfinv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expm1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expm1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expm1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_eye_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gcd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_grid_sampler_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_heaviside_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_heaviside_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_heaviside_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hypot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hypot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hypot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_i0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_igamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_inner_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_inner_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_inner_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isclose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isclose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isfinite_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isfinite_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isinf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isinf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isnan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isnan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isnan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isneginf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isposinf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isposinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isposinf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isposinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_istft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_istft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_item_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_item_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_2inputs_2outputs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_2inputs_2outputs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_4inputs_with_extra_args_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_4inputs_with_extra_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_return_by_ref_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_return_by_ref_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_return_by_ref_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kron_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kron_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kron_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kthvalue_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kthvalue_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lcm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lcm_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ldexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ldexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ldexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_le_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_le_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_le_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lgamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lgamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_det_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_det_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eig_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eig_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eig_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eigh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eigvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_householder_product_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_householder_product_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_inv_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_inv_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_ldl_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_grad_oriented_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_grad_oriented_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_grad_oriented_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_grad_oriented_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_factor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_factor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_factor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_matrix_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_matrix_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_matrix_rank_hermitian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_multi_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_subgradients_at_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_pinv_singular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_solve_triangular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_solve_triangular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_svd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_svdvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_tensorsolve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vander_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vecdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vector_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_tensor_overload_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logaddexp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logcumsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logdet_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_and_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_long_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_long_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_normalize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_std_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_var_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matrix_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_maximum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_maximum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_median_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_list_of_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_variadic_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_variadic_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_variadic_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_variadic_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_with_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_minimum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_minimum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_movedim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_msort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_msort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_multinomial_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nan_to_num_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nan_to_num_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nan_to_num_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nan_to_num_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanquantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_dropout_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nextafter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nextafter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_alpha_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_batch_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_batch_norm_without_cudnn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_binary_cross_entropy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_channel_shuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_channel_shuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_cosine_embedding_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_cosine_similarity_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_elu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_elu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_embedding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_gaussian_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_gaussian_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_gaussian_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_gelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_glu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_glu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_glu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_grid_sample_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardsigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardswish_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardswish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardtanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardtanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_huber_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_instance_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_instance_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_interpolate_bicubic_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_linear_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_linear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_linear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_local_response_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_local_response_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_logsigmoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_max_pool1d_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_reflect_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_reflect_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_reflect_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_reflect_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_replicate_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_replicate_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_replicate_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_replicate_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_replicate_negative_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pairwise_distance_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pairwise_distance_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_shuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_shuffle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_unshuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_unshuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_unshuffle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_poisson_nll_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_poisson_nll_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu6_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu6_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu6_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu6_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu6_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_rms_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_scaled_dot_product_attention_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_selu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_silu_complex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_silu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_soft_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softmin_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softplus_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softplus_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softsign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softsign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softsign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softsign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softsign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_tanhshrink_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_tanhshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_tanhshrink_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_threshold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_threshold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_threshold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_upsample_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_upsample_nearest_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_upsample_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_fro_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_inf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_nuc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_in_place_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_in_place_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_in_place_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_number_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ormqr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_outer_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_outer_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_outer_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pca_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pinverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_remainder_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_remainder_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_interleave_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize_as__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize_as__cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_neg_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_searchsorted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_short_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_short_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_short_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_bartlett_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_blackman_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_blackman_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_gaussian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_general_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_general_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_general_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_kaiser_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signbit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signbit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sparse_sampled_addmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_airy_ai_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_airy_ai_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_airy_ai_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_y0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_y0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_u_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_v_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_v_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_v_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_w_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_entr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_entr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_erfcx_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_erfcx_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1e_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1e_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_laguerre_polynomial_l_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_laguerre_polynomial_l_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_legendre_polynomial_p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_legendre_polynomial_p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_log_ndtr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_log_ndtr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_log_ndtr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_k1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_k1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtri_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtri_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_scaled_modified_bessel_k0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_scaled_modified_bessel_k1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_xlog1py_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_xlog1py_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_xlog1py_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_xlog1py_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_zeta_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_zeta_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_zeta_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_list_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_list_args_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_list_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_square_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_square_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_square_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_multiple_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_svd_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_along_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch__scaled_mm_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapz_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapz_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_uniform_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_uniform_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_consecutive_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_consecutive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unravel_index_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unravel_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vdot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_xlogy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_xlogy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_xlogy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zero__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zero__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zero__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_H_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_T_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_T_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_T_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_T_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_T_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace___getitem___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace___getitem___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace___getitem___cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace___radd___cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace___radd___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace___radd___cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace___rand___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace___rdiv___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace___rdiv___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace___rdiv___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace___rmatmul___cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_aminmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_aminmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_arange_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_arange_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_partial_views_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_partial_views_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_partial_views_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_partial_views_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asin_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_2d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_3d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_3d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bfloat16_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bfloat16_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_left_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_left_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_left_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_left_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_right_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_right_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_right_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cauchy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chalf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chalf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_char_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cholesky_inverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cholesky_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_max_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_physical_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_physical_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_constant_pad_nd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_contiguous_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_contiguous_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_contiguous_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_copysign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_copysign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_copysign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cov_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cov_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cov_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumulative_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumulative_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_deg2rad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_digamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_digamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_digamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dist_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dist_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_floor_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_floor_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_floor_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_no_rounding_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_no_rounding_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_trunc_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_double_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_double_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_einsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eq_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eq_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eq_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfinv_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfinv_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfinv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exp2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exp2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exp2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flip_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flip_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flipud_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flipud_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flipud_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_power_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_power_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_frexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gcd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geqrf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gradient_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gradient_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_grid_sampler_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_half_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_half_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hash_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_heaviside_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_heaviside_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_histc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hypot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_i0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_igammac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_imag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_imag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_inner_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isfinite_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isfinite_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isfinite_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isnan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isnan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isnan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isnan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isneginf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isneginf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isneginf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isposinf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isposinf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isreal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isreal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_istft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_item_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_item_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_item_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_cuda_int8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kron_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kron_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kron_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kron_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kthvalue_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kthvalue_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kthvalue_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lcm_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lcm_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lcm_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ldexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ldexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_le_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_le_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lgamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_det_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_eigvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_inv_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_inv_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_ldl_factor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_ldl_factor_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_ldl_factor_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_ldl_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lstsq_grad_oriented_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lstsq_grad_oriented_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lstsq_grad_oriented_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_factor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_factor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_factor_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_matrix_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_matrix_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_matrix_rank_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_multi_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_hermitian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_singular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_singular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_slogdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_solve_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_solve_triangular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_svdvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_svdvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_svdvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_tensorinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_tensorsolve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vander_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vander_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vecdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vecdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_tensor_overload_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log10_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logaddexp2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logcumsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logcumsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logcumsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_and_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_or_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_or_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_xor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_long_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_long_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_long_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumprod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logaddexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_normalize_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_normalize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_std_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_std_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_var_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_var_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_matrix_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_with_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_maximum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_maximum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_median_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_median_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_list_of_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_variadic_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_no_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_msort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nan_to_num_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nanmedian_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nanquantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nansum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nansum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nansum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_native_dropout_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_native_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_native_layer_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ne_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_zeros_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_adaptive_avg_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_adaptive_avg_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_alpha_dropout_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_batch_norm_without_cudnn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_binary_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_celu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_channel_shuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_channel_shuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_channel_shuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_channel_shuffle_cuda_int32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_number_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_number_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ormqr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_outer_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_outer_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_outer_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pca_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pinverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_4_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_4_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_4_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rand_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ravel_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ravel_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reciprocal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reciprocal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_remainder_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_remainder_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_renorm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_renorm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize_as__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_roll_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_roll_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_roll_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rot90_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rot90_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_decimals_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_decimals_neg_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sigmoid_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sigmoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_general_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_hann_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_kaiser_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signbit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signbit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_slice_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_slice_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_slice_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sparse_mm_reduce_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sparse_sampled_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_airy_ai_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_airy_ai_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_airy_ai_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_bessel_j0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_bessel_j1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_bessel_j1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_bessel_j1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_bessel_y0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_bessel_y0_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_square_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_multiple_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_take_along_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_take_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_take_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tensor_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tensor_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tensor_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tensordot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tensordot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tile_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tile_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tile_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tile_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_sparse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_sparse_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_sparse_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_topk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_topk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_topk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_torch__scaled_mm_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_true_divide_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_true_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trunc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unflatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_uniform_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unravel_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vdot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_as_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_embedding_bag_dense_backward_mode_1_cuda, test/test_meta.py::TestMetaCUDA::test_embedding_bag_dense_backward_per_sample_weights_cuda, test/test_meta.py::TestMetaCUDA::test_fill_stride_cuda, test/test_meta.py::TestMetaCUDA::test_group_norm_backward_output_mask4_cuda, test/test_meta.py::TestMetaCUDA::test_index_select_out_cuda, test/test_meta.py::TestMetaCUDA::test_inplace_masked_fill_error_cuda, test/test_meta.py::TestMetaCUDA::test_layer_norm_backward_output_mask1_cuda, test/test_meta.py::TestMetaCUDA::test_layer_norm_backward_output_mask4_cuda, test/test_meta.py::TestMetaCUDA::test_layer_norm_backward_output_mask5_cuda, test/test_meta.py::TestMetaCUDA::test_layer_norm_backward_output_mask6_cuda, test/test_meta.py::TestMetaCUDA::test_local_scalar_dense_call_cuda, test/test_meta.py::TestMetaCUDA::test_meta_inplace_H_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_H_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_T_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_T_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace___getitem___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace___getitem___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___radd___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace___radd___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___radd___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace___radd___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rand___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rand___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rdiv___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rdiv___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmod___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmod___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___ror___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rpow___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rpow___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rpow___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rpow___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rsub___cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rsub___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rsub___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rxor___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rxor___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__batch_norm_with_update_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__batch_norm_with_update_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__chunk_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__chunk_cat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_abs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcmul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_atan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_atan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_ceil_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_ceil_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_ceil_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_min_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_min_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_exp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_exp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_exp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_expm1_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_floor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_floor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_floor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_frac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lerp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lgamma_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lgamma_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lgamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lgamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log10_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log10_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log10_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_maximum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_mul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_mul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_norm_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_norm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_pow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_round_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_rsqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sigmoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tanh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_trunc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_trunc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_trunc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__native_batch_norm_legit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__segment_reduce_offsets_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__softmax_backward_data_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_decomposed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_decomposed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_baddbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bernoulli_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bernoulli_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bernoulli_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bincount_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bincount_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_right_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cauchy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cauchy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cauchy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_inverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_float8_e5m2, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_grid_sampler_3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_grid_sampler_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hash_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hash_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hash_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_histc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_histc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_igammac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_int_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_int_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isclose_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isfinite_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isfinite_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isnan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isnan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isnan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isnan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isneginf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isneginf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isposinf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isposinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isreal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_istft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_item_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_item_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_item_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_item_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_2inputs_2outputs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_2inputs_2outputs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_2inputs_2outputs_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_2inputs_2outputs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_4inputs_with_extra_args_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_return_by_ref_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_return_by_ref_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_return_by_ref_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kron_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kron_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kron_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kthvalue_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ldexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ldexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_le_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_le_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_le_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lerp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lgamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lgamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lgamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cond_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_det_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_eigh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_eigvalsh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_householder_product_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_householder_product_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_inv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_inv_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_inv_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_ldl_factor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_ldl_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lstsq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lstsq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lstsq_grad_oriented_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lu_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_rank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_rank_hermitian_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_multi_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_multi_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_multi_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_hermitian_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_singular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_singular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_singular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svdvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svdvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorinv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorsolve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorsolve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vecdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logdet_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_normalize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matrix_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matrix_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_pool2d_with_indices_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_dropout_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nextafter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_alpha_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_avg_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_batch_norm_without_cudnn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_batch_norm_without_cudnn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_binary_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_celu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_channel_shuffle_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cosine_similarity_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_ctc_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_dropout3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_dropout_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_embedding_bag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_embedding_bag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_embedding_bag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_embedding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_with_train_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_fractional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_fractional_max_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_fractional_max_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_fractional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_gaussian_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_gaussian_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_gaussian_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_glu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_group_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_group_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardsigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardswish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardtanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardtanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardtanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardtanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hinge_embedding_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hinge_embedding_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_huber_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_bicubic_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_bicubic_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_nearest-exact_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_nearest_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_nearest_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_trilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_trilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_kl_div_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_kl_div_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_l1_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_l1_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_layer_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_local_response_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_logsigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_margin_ranking_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_margin_ranking_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_margin_ranking_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool1d_grad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool1d_grad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_mse_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_mse_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multi_head_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multi_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multi_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_circular_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_circular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_constant_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_reflect_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_reflect_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_replicate_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_replicate_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_replicate_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_replicate_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_replicate_negative_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_replicate_negative_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pairwise_distance_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pdist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_shuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_unshuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_unshuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_unshuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_unshuffle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_poisson_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_poisson_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_poisson_nll_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_poisson_nll_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_poisson_nll_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_prelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu6_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu6_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu6_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_rms_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_rms_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_rms_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_rms_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_rrelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_selu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_silu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_soft_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_soft_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softplus_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softplus_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softsign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softsign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_threshold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_threshold_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_nearest_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_fro_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_fro_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_inf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_nuc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_normal_in_place_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_normal_number_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ormqr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pca_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_renorm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_renorm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_blackman_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_general_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_general_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signbit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signbit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signbit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sparse_mm_reduce_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sparse_sampled_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sparse_sampled_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_airy_ai_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_u_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_v_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_w_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_entr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_erfcx_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_erfcx_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_erfcx_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_erfcx_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_hermite_polynomial_h_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_hermite_polynomial_h_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_hermite_polynomial_he_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_hermite_polynomial_he_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i0e_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_laguerre_polynomial_l_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_laguerre_polynomial_l_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_laguerre_polynomial_l_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_laguerre_polynomial_l_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_legendre_polynomial_p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_log_ndtr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_log_ndtr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_log_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_log_ndtr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_ndtr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_ndtr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_scaled_modified_bessel_k1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_scaled_modified_bessel_k1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_spherical_bessel_j0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_xlog1py_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_xlog1py_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_xlog1py_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_zeta_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensordot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_uniform_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_uint64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unravel_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vdot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_xlogy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_xlogy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_xlogy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_H_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_H_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___getitem___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___getitem___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___getitem___cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rand___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmatmul___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmod___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmod___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmul___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmul___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmul___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___ror___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace___ror___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rpow___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rpow___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rxor___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rxor___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rxor___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_abs_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_abs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_acos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_acos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_acos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcdiv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcdiv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcdiv_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcdiv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcmul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_asin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_asin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_atan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_min_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_div_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_div_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_div_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_div_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_div_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erfc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erfc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erfc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_exp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_exp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_exp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_expm1_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_expm1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_floor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_floor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_floor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_frac_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_frac_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_frac_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lerp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lerp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lerp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lgamma_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lgamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log10_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log10_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log1p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_maximum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_maximum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_maximum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_mul_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_mul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_mul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_mul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_neg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_norm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_pow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_pow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_reciprocal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_reciprocal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_round_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_rsqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_rsqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_rsqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sigmoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sigmoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tanh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__native_batch_norm_legit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_lengths_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_lengths_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_offsets_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__upsample_bilinear2d_aa_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__upsample_bilinear2d_aa_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcdiv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_decomposed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_baddbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bernoulli_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bincount_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bincount_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bincount_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_right_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_shapes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_inverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_inverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dist_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dist_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_einsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_einsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_float8_e4m3fnuz, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hash_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hypot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_imag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_inner_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_int_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_int_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isclose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isinf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isinf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isinf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_istft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_unary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_unary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kron_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kron_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kron_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kron_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kron_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kthvalue_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kthvalue_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kthvalue_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lcm_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ldexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ldexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_le_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_le_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lerp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lerp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lerp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lerp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lerp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lgamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lgamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cholesky_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cond_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cond_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_det_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_eig_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_eigh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_eigvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_eigvalsh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_householder_product_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_householder_product_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_ldl_factor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_ldl_factor_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lstsq_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lstsq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lstsq_grad_oriented_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_hermitian_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_singular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_singular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_slogdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svdvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorinv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorsolve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorsolve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vector_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logcumsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_unpack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_softmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matrix_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_multinomial_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_multinomial_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmean_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_batch_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_dropout_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_zeros_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nextafter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_avg_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_alpha_dropout_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_alpha_dropout_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_alpha_dropout_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_avg_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_avg_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_binary_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_celu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_celu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_channel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_channel_shuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_channel_shuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_embedding_loss_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_embedding_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_embedding_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_similarity_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_similarity_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_dropout3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_dropout_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_dropout_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_elu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_embedding_bag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_embedding_bag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_embedding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_embedding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_feature_alpha_dropout_with_train_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_fractional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_fractional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_gaussian_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_gelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_glu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_grid_sample_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardsigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardsigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardswish_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardswish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardtanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardtanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_instance_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_instance_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_bilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_nearest-exact_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_trilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_trilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_kl_div_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_l1_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_leaky_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_linear_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_local_response_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_logsigmoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_logsigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_logsigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_margin_ranking_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_margin_ranking_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool1d_grad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool2d_grad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool3d_grad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_mish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_mse_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multi_head_attention_forward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multi_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multi_margin_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multilabel_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_normalize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_one_hot_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_circular_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_circular_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_constant_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_reflect_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_reflect_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_negative_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_negative_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_unshuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_unshuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_unshuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_poisson_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_poisson_nll_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_relu6_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_relu6_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_relu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_rms_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_rms_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_rrelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_silu_complex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_silu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_smooth_l1_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_soft_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softmin_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softmin_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softplus_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_tanhshrink_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_tanhshrink_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_threshold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_threshold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_threshold_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_bilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_static_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_static_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_fro_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_inf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_inf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_nuc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_in_place_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_number_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polar_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rand_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sgn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sgn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_gaussian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_nuttall_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sparse_mm_reduce_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_u_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_u_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_u_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_v_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_entr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_entr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_erfcx_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_erfcx_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_h_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_h_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_h_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_he_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_he_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_he_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_he_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_he_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i0e_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1e_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1e_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_laguerre_polynomial_l_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_legendre_polynomial_p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_legendre_polynomial_p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_log_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_log_ndtr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_k0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_ndtri_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_u_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_spherical_bessel_j0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_spherical_bessel_j0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_spherical_bessel_j0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_lowrank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__flash_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triangular_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triangular_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_uniform_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unravel_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unravel_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_mixed_dtype_for_native_layer_norm_backward_float32_bias_dtype2_cuda, test/test_meta.py::TestMetaCUDA::test_mixed_dtype_for_native_layer_norm_backward_float32_float16_cuda, test/test_meta.py::TestMetaCUDA::test_nan_to_num_cuda, test/test_meta.py::TestMetaCUDA::test_quantized_embedding_bag_cuda 2025-10-10T02:24:04.6120383Z 2025-10-10T02:24:04.6120533Z Running test_decomp 12/17 ... [2025-10-10 02:24:04.157239] 2025-10-10T02:24:04.6120836Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:24:04.6121216Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-10-10T02:24:04.6121586Z Uploading artifacts took 0.00 seconds 2025-10-10T02:24:04.6122380Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=12', '--num-shards=17', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:24:04.157853] 2025-10-10T02:24:26.9723753Z 2025-10-10T02:24:26.9740546Z test_decomp 6/17 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_6.17_6361023dbc2042c3_.log 2025-10-10T02:24:26.9933390Z Running 499 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive__batch_norm_with_update_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_decomposed_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_baddbmm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_baddbmm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bincount_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_and_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_and_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_not_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_or_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_block_diag_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_shapes_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_to_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_byte_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cartesian_prod_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_max_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_min_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_column_stack_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_physical_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_physical_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cov_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cummax_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_deg2rad_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_deg2rad_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dist_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expm1_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exponential_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft2_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_frac_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_float64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_prod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_inner_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lerp_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lgamma_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lgamma_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvalsh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_householder_product_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_ex_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_multi_dot_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_multi_dot_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vander_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vecdot_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vector_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logit_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mH_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumprod_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logsumexp_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_median_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_prod_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_prod_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_softmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_sum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_float32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose2d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_bicubic_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_local_response_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool1d_grad_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu6_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_rms_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softsign_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_unfold_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_static_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_static_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_inf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_normal_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_float32, 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test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_deg2rad_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_dist_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_erfc_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_erfc_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_expand_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_expm1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_float16, 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test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_index_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_isneginf_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_cross_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_tensor_overload_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_log_normal_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_mv_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_native_batch_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_elu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_glu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardshrink_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardswish_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_softplus_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_inf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_randn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_randn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_renorm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_rsub_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_select_scatter_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_erfcx_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_i0e_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_special_xlog1py_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_indices_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_uniform_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_int32, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_GRU_eval_mode_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_RNN_train_mode_cuda_float64, test/test_decomp.py::DecompOneOffTestsCUDA::test_threshold_backward_dtype_cuda 2025-10-10T02:24:27.0175571Z 2025-10-10T02:24:27.0175753Z Running functorch/test_ops 1/7 ... [2025-10-10 02:24:26.972870] 2025-10-10T02:24:27.0176118Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:24:27.0177059Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:24:26.973229] 2025-10-10T02:32:42.2683519Z 2025-10-10T02:32:42.2684665Z test_decomp 12/17 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_12.17_cfe309ad9764194a_.log 2025-10-10T02:32:42.2825909Z Running 525 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmatmul___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive__native_batch_norm_legit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__native_batch_norm_legit_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_offsets_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addbmm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addbmm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_decomposed_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_alias_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bincount_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_block_diag_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bool_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_to_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bucketize_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_byte_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cartesian_prod_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cartesian_prod_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cholesky_solve_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_physical_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cos_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cos_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cummin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumprod_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumprod_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumsum_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dist_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erf_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfc_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfinv_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfinv_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flip_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flip_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gradient_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_grid_sampler_2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_grid_sampler_2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_i0_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_fill_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_mean_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_prod_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isreal_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lcm_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cond_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cond_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eig_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_factor_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_factor_ex_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_hermitian_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svd_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vecdot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vecdot_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_and_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_and_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_int32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1e_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_log_ndtr_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i0_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i1_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k1_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_float32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triangular_solve_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triangular_solve_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tril_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trunc_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unflatten_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_xlogy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_like_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_like_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_like_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick__chunk_cat_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_addmm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_addmm_decomposed_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_addmv_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_amax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_asinh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_asinh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_atan2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_atan2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_atanh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_atanh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_or_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_right_shift_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_ceil_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_clone_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_constant_pad_nd_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_copysign_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_diag_embed_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nn_functional_binary_cross_entropy_with_logits_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_div_floor_rounding_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_empty_strided_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_empty_strided_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_floor_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fmax_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_full_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_gcd_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_ge_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_geometric_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_geometric_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_isin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_isinf_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_isneginf_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_log1p_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log_softmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_minimum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_ne_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardswish_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardtanh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mish_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_softshrink_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_normal_in_place_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_randn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_renorm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_rot90_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_rot90_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_rot90_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtri_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_xlog1py_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_xlog1py_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_trunc_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_vdot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_xlogy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_xlogy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_int32, test/test_decomp.py::DecompOneOffTestsCUDA::test_elu_backward_cuda 2025-10-10T02:32:42.2934471Z 2025-10-10T02:32:42.2934628Z Running functorch/test_ops 7/7 ... [2025-10-10 02:32:42.269543] 2025-10-10T02:32:42.2934949Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:32:42.2935726Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'not serial', '--shard-id=7', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:32:42.270162] 2025-10-10T02:34:12.5647793Z 2025-10-10T02:34:12.5648765Z functorch/test_ops 1/7 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_1.7_66d88aafded39c4e_.log 2025-10-10T02:34:12.6250211Z Running 1492 items in this shard: test/functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_l1_loss_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_softmax_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_bool_raises_argmin_cuda_bool, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_amin_cuda_complex32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_clamp_cuda_complex128, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_ge_cuda_complex128, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_lt_cuda_complex128, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_lt_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_sort_cuda_complex128, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_topk_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_dsplit_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_dsplit_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_unbind_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_vsplit_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_vsplit_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_positive_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_real_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_special_grad_op_vjp_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unflatten_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unflatten_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_as_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_shifted_chebyshev_polynomial_u_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_fftshift_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_broadcast_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cholesky_inverse_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_elu_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_MulGenVmapAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyCubeAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_SelectGenVmapAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rdiv___cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__segment_reduce_offsets_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__unsafe_masked_index_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_abs_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addbmm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_alias_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_any_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atleast_3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bfloat16_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_char_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_clamp_min_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_copysign_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cosh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_deg2rad_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_permuted_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exp2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expand_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exponential_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fft_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ifftshift_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ihfftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfft2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_flip_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fliplr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_gradient_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_heaviside_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_put_functorch_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_mean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_prod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_int_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isfinite_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_kron_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigvalsh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_inv_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_multi_dot_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_triangular_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_normal_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logsumexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_long_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lu_solve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lu_unpack_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_fill_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_mean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_reduction_with_dim_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_meshgrid_list_of_tensors_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_msort_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanmean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanquantile_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ne_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_neg_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_zeros_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nextafter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv_transpose1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_cosine_embedding_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_cosine_similarity_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_functorch_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_trilinear_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_reflect_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pixel_shuffle_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_poisson_nll_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_selu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softshrink_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_nuc_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_number_mean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ormqr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_quantile_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_neg_3_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_general_cosine_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinc_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_airy_ai_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_y1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_hermite_polynomial_h_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_hermite_polynomial_he_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1e_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_laguerre_polynomial_l_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_v_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_multiple_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sub_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_svd_lowrank_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_torch_ops_aten__safe_softmax_default_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_triangular_solve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trunc_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsqueeze_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_var_mean_unbiased_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_var_unbiased_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_vdot_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_conj_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_hash_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_resize__cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpySortAutogradFunction_cuda_float32 2025-10-10T02:34:12.6623425Z 2025-10-10T02:34:12.6623544Z Running test_jit 1/1 ... [2025-10-10 02:34:12.566924] 2025-10-10T02:34:12.6623821Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:34:12.6624548Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:34:12.567550] 2025-10-10T02:36:52.7101846Z 2025-10-10T02:36:52.7102947Z test_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_1.1_8110ea4bbaefe5c7_.log 2025-10-10T02:36:52.7499641Z Running 2288 items in this shard: test/test_jit.py::TestTracer::test_call_traced_fn_from_traced_module, test/test_jit.py::TestTracer::test_call_traced_module_from_traced_module, test/test_jit.py::TestTracer::test_canonicalize_tensor_iterator, test/test_jit.py::TestTracer::test_constant, test/test_jit.py::TestTracer::test_conv, test/test_jit.py::TestTracer::test_export_no_reorder, test/test_jit.py::TestTracer::test_force_outplace_check_fill, test/test_jit.py::TestTracer::test_force_outplace_check_zero, test/test_jit.py::TestTracer::test_ge, test/test_jit.py::TestTracer::test_ge_cuda, test/test_jit.py::TestTracer::test_ge_optimized, test/test_jit.py::TestTracer::test_ge_unoptimized, test/test_jit.py::TestTracer::test_index_put, test/test_jit.py::TestTracer::test_index_put_trace_with_view, test/test_jit.py::TestTracer::test_index_put_trace_without_view, test/test_jit.py::TestTracer::test_inplace_check, test/test_jit.py::TestTracer::test_inplace_copy, test/test_jit.py::TestTracer::test_inplace_copy_force_outplace, test/test_jit.py::TestTracer::test_inplace_flags, test/test_jit.py::TestTracer::test_inplace_transplant, test/test_jit.py::TestTracer::test_inplace_warn, test/test_jit.py::TestTracer::test_input_dict_checkTrace_mut, test/test_jit.py::TestTracer::test_input_dict_empty, test/test_jit.py::TestTracer::test_input_dict_empty_list, test/test_jit.py::TestTracer::test_input_dict_insertion_order, test/test_jit.py::TestTracer::test_input_dict_of_dicts, test/test_jit.py::TestTracer::test_input_dict_of_lists, test/test_jit.py::TestTracer::test_input_dict_recursive, test/test_jit.py::TestTracer::test_input_dict_remembers_keys, test/test_jit.py::TestTracer::test_input_dict_unify, test/test_jit.py::TestTracer::test_input_flatten, test/test_jit.py::TestTracer::test_input_list_mixed_type, test/test_jit.py::TestTracer::test_input_list_of_tuples, test/test_jit.py::TestTracer::test_input_list_toplevel_flatten, test/test_jit.py::TestTracer::test_input_list_toplevel_flatten_direct, test/test_jit.py::TestTracer::test_input_tuple_of_dicts, test/test_jit.py::TestTracer::test_interpolate_trace, test/test_jit.py::TestTracer::test_large_nbr_kernel_args, test/test_jit.py::TestTracer::test_lhs_index_fails, test/test_jit.py::TestTracer::test_lhs_index_trivial, test/test_jit.py::TestTracer::test_max_pool, test/test_jit.py::TestTracer::test_nested_inplace, test/test_jit.py::TestTracer::test_non_tensor_tracing, test/test_jit.py::TestTracer::test_output_unflatten, test/test_jit.py::TestTracer::test_python_function, test/test_jit.py::TestTracer::test_python_function_tup, test/test_jit.py::TestTracer::test_repeated_input, test/test_jit.py::TestTracer::test_repeated_output, test/test_jit.py::TestTracer::test_shared_param, test/test_jit.py::TestTracer::test_simple, test/test_jit.py::TestTracer::test_tensor_with_grad_as_constant, test/test_jit.py::TestTracer::test_trace_aliased_parameter, test/test_jit.py::TestTracer::test_trace_annotation, test/test_jit.py::TestTracer::test_trace_arange, test/test_jit.py::TestTracer::test_trace_arange_with_grad, test/test_jit.py::TestTracer::test_trace_autograd_function, test/test_jit.py::TestTracer::test_trace_casts, test/test_jit.py::TestTracer::test_trace_checker_control_flow, test/test_jit.py::TestTracer::test_trace_checker_dot_data, test/test_jit.py::TestTracer::test_trace_checker_dropout_notrain, test/test_jit.py::TestTracer::test_trace_checker_dropout_train, test/test_jit.py::TestTracer::test_trace_checker_inplace_on_view, test/test_jit.py::TestTracer::test_trace_checker_memoization, test/test_jit.py::TestTracer::test_trace_checker_slice_lhs, test/test_jit.py::TestTracer::test_trace_checking_with_deprecated_name, test/test_jit.py::TestTracer::test_trace_checking_with_global_name, test/test_jit.py::TestTracer::test_trace_contiguous, test/test_jit.py::TestTracer::test_trace_contiguous_short_circuit, test/test_jit.py::TestTracer::test_trace_detach, test/test_jit.py::TestTracer::test_trace_detach_inplace, test/test_jit.py::TestTracer::test_trace_detach_inplace_redispatch, test/test_jit.py::TestTracer::test_trace_detach_redispatch, test/test_jit.py::TestTracer::test_trace_dict_input, test/test_jit.py::TestTracer::test_trace_dict_output, test/test_jit.py::TestTracer::test_trace_export_fns, test/test_jit.py::TestTracer::test_trace_export_fns_recursive, test/test_jit.py::TestTracer::test_trace_fork_join_and_module, test/test_jit.py::TestTracer::test_trace_full_dynamic_shape, test/test_jit.py::TestTracer::test_trace_func_argument_names_captured, test/test_jit.py::TestTracer::test_trace_index, test/test_jit.py::TestTracer::test_trace_index_constant, test/test_jit.py::TestTracer::test_trace_indexed_assignment, test/test_jit.py::TestTracer::test_trace_inline_shape, test/test_jit.py::TestTracer::test_trace_inverse, test/test_jit.py::TestTracer::test_trace_invert_module_hierarchy, test/test_jit.py::TestTracer::test_trace_legacy_ctor, test/test_jit.py::TestTracer::test_trace_module_argument_names_captured, test/test_jit.py::TestTracer::test_trace_modulelist, test/test_jit.py::TestTracer::test_trace_multi_output_function, test/test_jit.py::TestTracer::test_trace_namedtuple, test/test_jit.py::TestTracer::test_trace_nested_datatypes, test/test_jit.py::TestTracer::test_trace_nested_fn, test/test_jit.py::TestTracer::test_trace_no_duplicated_lifted_input_output, test/test_jit.py::TestTracer::test_trace_numel, test/test_jit.py::TestTracer::test_trace_optioanl_dtype, test/test_jit.py::TestTracer::test_trace_optional, test/test_jit.py::TestTracer::test_trace_out_operator_with_two_output, test/test_jit.py::TestTracer::test_trace_partial_func_argument_names_captured, test/test_jit.py::TestTracer::test_trace_random, test/test_jit.py::TestTracer::test_trace_records_names, test/test_jit.py::TestTracer::test_trace_save, test/test_jit.py::TestTracer::test_trace_save_load_copy, test/test_jit.py::TestTracer::test_trace_single_tuple, test/test_jit.py::TestTracer::test_trace_size, test/test_jit.py::TestTracer::test_trace_size_with_grad, test/test_jit.py::TestTracer::test_trace_skip_none_submodule, test/test_jit.py::TestTracer::test_trace_slice, test/test_jit.py::TestTracer::test_trace_slice_expr_complete_type, test/test_jit.py::TestTracer::test_trace_slice_full_dim, test/test_jit.py::TestTracer::test_trace_slice_setitem_dynamic_shape, test/test_jit.py::TestTracer::test_trace_slice_with_grad, test/test_jit.py::TestTracer::test_trace_tensor_factory, test/test_jit.py::TestTracer::test_trace_topk, test/test_jit.py::TestTracer::test_trace_tuple, test/test_jit.py::TestTracer::test_trace_variable_instantiation, test/test_jit.py::TestTracer::test_trace_warn, test/test_jit.py::TestTracer::test_trace_with_conditional_property, test/test_jit.py::TestTracer::test_trace_with_nested_strided_tensor_output, test/test_jit.py::TestTracer::test_trace_with_nested_tensor_list_output, test/test_jit.py::TestTracer::test_trace_with_number_list_output, test/test_jit.py::TestTracer::test_trace_with_tensor_list_output, test/test_jit.py::TestTracer::test_trace_with_tuple_tensor, test/test_jit.py::TestTracer::test_traced_module_cuda, test/test_jit.py::TestTracer::test_tracing_backward_hook_error, test/test_jit.py::TestTracer::test_tracing_hooks, test/test_jit.py::TestTracer::test_tracing_multiple_methods, test/test_jit.py::TestTracer::test_type_same_device, test/test_jit.py::TestTracer::test_typeas_trace_check, test/test_jit.py::TestTracer::test_wrapped_number, test/test_jit.py::TestMixTracingScripting::test_call_script_fn_from_traced_module, test/test_jit.py::TestMixTracingScripting::test_call_script_module_from_traced_module, test/test_jit.py::TestMixTracingScripting::test_call_traced_fn_from_script_fn, test/test_jit.py::TestMixTracingScripting::test_call_traced_mod_from_script_fn, test/test_jit.py::TestMixTracingScripting::test_call_tracing_fn_from_script_module, test/test_jit.py::TestMixTracingScripting::test_call_tracing_mod_from_script_module, test/test_jit.py::TestMixTracingScripting::test_jit_trace_callfunction_return_shapes, test/test_jit.py::TestMixTracingScripting::test_script_inline_trace_multiple_args, test/test_jit.py::TestMixTracingScripting::test_trace_dict_mix_script, test/test_jit.py::TestMixTracingScripting::test_trace_hierarchy, test/test_jit.py::TestMixTracingScripting::test_trace_linear, test/test_jit.py::TestMixTracingScripting::test_trace_mixed_by_script_with_dict_output, test/test_jit.py::TestMixTracingScripting::test_trace_of_script, test/test_jit.py::TestMixTracingScripting::test_trace_parameter, test/test_jit.py::TestMixTracingScripting::test_trace_returning_dict_with_tensor_tuples, test/test_jit.py::TestMixTracingScripting::test_trace_script, test/test_jit.py::TestMixTracingScripting::test_trace_script_returning_complex_dict, test/test_jit.py::TestMixTracingScripting::test_trace_with_size, test/test_jit.py::TestMixTracingScripting::test_traced_module_contains_scripted_interface_types, test/test_jit.py::TestMixTracingScripting::test_traced_module_implements_interface, test/test_jit.py::TestMixTracingScripting::test_tracing_indexing, test/test_jit.py::TestMixTracingScripting::test_tracing_slicing, test/test_jit.py::TestRecursiveScript::test_attributes, test/test_jit.py::TestRecursiveScript::test_class_compile, test/test_jit.py::TestRecursiveScript::test_constants_with_final, test/test_jit.py::TestRecursiveScript::test_dir, test/test_jit.py::TestRecursiveScript::test_error_stack, test/test_jit.py::TestRecursiveScript::test_error_stack_annotation, test/test_jit.py::TestRecursiveScript::test_error_stack_class, test/test_jit.py::TestRecursiveScript::test_error_stack_module, test/test_jit.py::TestRecursiveScript::test_failed_function_compilation, test/test_jit.py::TestRecursiveScript::test_function_attribute_in_submodule, test/test_jit.py::TestRecursiveScript::test_ignore_class, test/test_jit.py::TestRecursiveScript::test_inferred_nonetype, test/test_jit.py::TestRecursiveScript::test_init_error, test/test_jit.py::TestRecursiveScript::test_inner_traced_module, test/test_jit.py::TestRecursiveScript::test_iterable_modules, test/test_jit.py::TestRecursiveScript::test_method_call, test/test_jit.py::TestRecursiveScript::test_module_basic, test/test_jit.py::TestRecursiveScript::test_module_function_export, test/test_jit.py::TestRecursiveScript::test_module_name, test/test_jit.py::TestRecursiveScript::test_module_repr, test/test_jit.py::TestRecursiveScript::test_optional_module, test/test_jit.py::TestRecursiveScript::test_override_instance_method_ignore, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_basic, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_cycle, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_escape_hatch, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_iterable_modules, test/test_jit.py::TestRecursiveScript::test_python_function_attribute, test/test_jit.py::TestRecursiveScript::test_repeated_error_stack, test/test_jit.py::TestRecursiveScript::test_script_after_eval, test/test_jit.py::TestRecursiveScript::test_script_basic, test/test_jit.py::TestRecursiveScript::test_script_function_attribute, test/test_jit.py::TestRecursiveScript::test_script_loaded_module, test/test_jit.py::TestRecursiveScript::test_thread_safe_error_stacks, test/test_jit.py::TestTypeSharing::test_assign_python_attr, test/test_jit.py::TestTypeSharing::test_basic, test/test_jit.py::TestTypeSharing::test_builtin_function_different, test/test_jit.py::TestTypeSharing::test_builtin_function_same, test/test_jit.py::TestTypeSharing::test_constants, test/test_jit.py::TestTypeSharing::test_diff_attr_values, test/test_jit.py::TestTypeSharing::test_failed_attribute_compilation, test/test_jit.py::TestTypeSharing::test_ignored_fns, test/test_jit.py::TestTypeSharing::test_linear, test/test_jit.py::TestTypeSharing::test_loaded_modules_work, test/test_jit.py::TestTypeSharing::test_module_dict_same_type_different_name, test/test_jit.py::TestTypeSharing::test_mutate_attr_value, test/test_jit.py::TestTypeSharing::test_param_vs_attribute, test/test_jit.py::TestTypeSharing::test_python_function_attribute_different, test/test_jit.py::TestTypeSharing::test_python_function_attribute_same, test/test_jit.py::TestTypeSharing::test_same_but_different_classes, test/test_jit.py::TestTypeSharing::test_script_function_attribute_different, test/test_jit.py::TestTypeSharing::test_script_function_attribute_same, test/test_jit.py::TestTypeSharing::test_script_module_containing_traced_module, test/test_jit.py::TestTypeSharing::test_submodules, test/test_jit.py::TestTypeSharing::test_tracing_gives_different_types, test/test_jit.py::TestTypeSharing::test_type_not_shared_ignored_attributes, test/test_jit.py::TestTypeSharing::test_type_shared_ignored_attributes, test/test_jit.py::TestTypeSharing::test_type_sharing_define_in_init, test/test_jit.py::TestTypeSharing::test_type_sharing_disabled, test/test_jit.py::TestLogging::test_bump_numeric_counter, test/test_jit.py::TestLogging::test_counter_aggregation, test/test_jit.py::TestLogging::test_logging_levels_set, test/test_jit.py::TestLogging::test_time_measurement_counter, test/test_jit.py::TestLogging::test_time_measurement_counter_script, test/test_jit.py::TestLogging::test_trace_numeric_counter, test/test_jit.py::TestBackends::test_errors, test/test_jit.py::TestBackends::test_execution, test/test_jit.py::TestBackends::test_save_load, test/test_jit.py::TestBackendsWithCompiler::test_errors, test/test_jit.py::TestBackendsWithCompiler::test_execution, test/test_jit.py::TestNnapiBackend::test_adaptive_avg_pool2d, test/test_jit.py::TestNnapiBackend::test_avg_pool2d, test/test_jit.py::TestNnapiBackend::test_cat, test/test_jit.py::TestNnapiBackend::test_compile_spec_santiy, test/test_jit.py::TestNnapiBackend::test_conv2d, test/test_jit.py::TestNnapiBackend::test_conv2d_transpose, test/test_jit.py::TestNnapiBackend::test_dequantize, test/test_jit.py::TestNnapiBackend::test_detach, test/test_jit.py::TestNnapiBackend::test_flatten, test/test_jit.py::TestNnapiBackend::test_hardtanh, test/test_jit.py::TestNnapiBackend::test_linear, test/test_jit.py::TestNnapiBackend::test_log_softmax, test/test_jit.py::TestNnapiBackend::test_max_pool2d, test/test_jit.py::TestNnapiBackend::test_mean, test/test_jit.py::TestNnapiBackend::test_multi_output, test/test_jit.py::TestNnapiBackend::test_pointwise_binary, test/test_jit.py::TestNnapiBackend::test_pointwise_binary_const, test/test_jit.py::TestNnapiBackend::test_pointwise_unary, test/test_jit.py::TestNnapiBackend::test_prelu, test/test_jit.py::TestNnapiBackend::test_qadd, test/test_jit.py::TestNnapiBackend::test_qlinear, test/test_jit.py::TestNnapiBackend::test_quantize, test/test_jit.py::TestNnapiBackend::test_reshape, test/test_jit.py::TestNnapiBackend::test_seblock_mul, test/test_jit.py::TestNnapiBackend::test_slice, test/test_jit.py::TestNnapiBackend::test_softmax, test/test_jit.py::TestNnapiBackend::test_tensor_input, test/test_jit.py::TestNnapiBackend::test_to, test/test_jit.py::TestNnapiBackend::test_unsqueeze, test/test_jit.py::TestNnapiBackend::test_upsample_nearest2d, test/test_jit.py::TestList::test_comprehension_iterable, test/test_jit.py::TestList::test_comprehension_out_type_not_in_type, test/test_jit.py::TestList::test_comprehensions_basic, test/test_jit.py::TestList::test_comprehensions_basic_float, test/test_jit.py::TestList::test_comprehensions_two_comps, test/test_jit.py::TestList::test_copy_list_immutable, test/test_jit.py::TestList::test_copy_list_mutable, test/test_jit.py::TestList::test_del, test/test_jit.py::TestList::test_dict_keyword_is_correctly_typed, test/test_jit.py::TestList::test_dict_keyword_with_dict_comprehension, test/test_jit.py::TestList::test_dict_keyword_with_dict_comprehension_and_kwargs, test/test_jit.py::TestList::test_dict_keyword_with_empty_dict_comprehension, test/test_jit.py::TestList::test_dict_keyword_with_empty_iterable, test/test_jit.py::TestList::test_dict_keyword_with_internal_aggregate_function, test/test_jit.py::TestList::test_dict_keyword_with_iterable, test/test_jit.py::TestList::test_dict_keyword_with_kwargs, test/test_jit.py::TestList::test_dict_keyword_with_kwargs_using_container_values, test/test_jit.py::TestList::test_dict_keyword_with_mapping, test/test_jit.py::TestList::test_dict_keyword_with_mapping_and_kwargs, test/test_jit.py::TestList::test_dict_keyword_with_mismatched_annotations, test/test_jit.py::TestList::test_dict_keyword_with_nested_call, test/test_jit.py::TestList::test_dict_keyword_with_previously_declared_variable, test/test_jit.py::TestList::test_dict_keyword_with_previously_declared_variable_and_kwargs, test/test_jit.py::TestList::test_extend_list_immutable, test/test_jit.py::TestList::test_extend_list_mutable, test/test_jit.py::TestList::test_in_check, test/test_jit.py::TestList::test_list_bool_conversion, test/test_jit.py::TestList::test_list_count, test/test_jit.py::TestList::test_list_count_not_existing, test/test_jit.py::TestList::test_list_gather, test/test_jit.py::TestList::test_list_index, test/test_jit.py::TestList::test_list_index_not_existing, test/test_jit.py::TestList::test_list_keyword, test/test_jit.py::TestList::test_list_len, test/test_jit.py::TestList::test_list_literal, test/test_jit.py::TestList::test_list_none, test/test_jit.py::TestList::test_list_ops, test/test_jit.py::TestList::test_list_slice, test/test_jit.py::TestList::test_list_sort, test/test_jit.py::TestList::test_list_unification_hint, test/test_jit.py::TestList::test_list_variance, test/test_jit.py::TestList::test_min_bool_list, test/test_jit.py::TestList::test_min_max_list, test/test_jit.py::TestList::test_min_max_single_list, test/test_jit.py::TestList::test_mutable_list_append, test/test_jit.py::TestList::test_mutable_list_append_2, test/test_jit.py::TestList::test_mutable_list_append_if, test/test_jit.py::TestList::test_mutable_list_append_if_else, test/test_jit.py::TestList::test_mutable_list_append_loop, test/test_jit.py::TestList::test_mutable_list_append_loop_if, test/test_jit.py::TestList::test_mutable_list_clear, test/test_jit.py::TestList::test_mutable_list_clear_empty, test/test_jit.py::TestList::test_mutable_list_function_inline, test/test_jit.py::TestList::test_mutable_list_insert, test/test_jit.py::TestList::test_mutable_list_insert_neg_out_of_bounds, test/test_jit.py::TestList::test_mutable_list_insert_negative, test/test_jit.py::TestList::test_mutable_list_insert_out_of_bounds, test/test_jit.py::TestList::test_mutable_list_nested_loop, test/test_jit.py::TestList::test_mutable_list_pop, test/test_jit.py::TestList::test_mutable_list_pop2, test/test_jit.py::TestList::test_mutable_list_pop_at, test/test_jit.py::TestList::test_mutable_list_pop_at2, test/test_jit.py::TestList::test_mutable_list_pop_at_negative, test/test_jit.py::TestList::test_mutable_list_pop_at_negative2, test/test_jit.py::TestList::test_mutable_list_pop_empty, test/test_jit.py::TestList::test_mutable_list_pop_slice, test/test_jit.py::TestList::test_mutable_list_remove, test/test_jit.py::TestList::test_mutable_list_remove2, test/test_jit.py::TestList::test_mutable_list_remove_not_existing, test/test_jit.py::TestList::test_mutable_list_remove_tensor, test/test_jit.py::TestList::test_mutable_list_reverse, test/test_jit.py::TestList::test_mutable_list_reverse_empty, test/test_jit.py::TestList::test_mutable_tensor_list_reverse, test/test_jit.py::TestList::test_no_element_type_annotation, test/test_jit.py::TestList::test_slice_index, test/test_jit.py::TestList::test_tensor_list_count, test/test_jit.py::TestList::test_tensor_list_count_not_existing, test/test_jit.py::TestList::test_tensor_list_index, test/test_jit.py::TestList::test_tensor_list_index_not_existing, test/test_jit.py::TestList::test_to_list, test/test_jit.py::TestList::test_to_list_gpu, test/test_jit.py::TestDict::test_aug_assign, test/test_jit.py::TestDict::test_basic, test/test_jit.py::TestDict::test_clear, test/test_jit.py::TestDict::test_copy, test/test_jit.py::TestDict::test_del, test/test_jit.py::TestDict::test_dict_bool_conversion, test/test_jit.py::TestDict::test_dict_preserves_order, test/test_jit.py::TestDict::test_dict_to_python, test/test_jit.py::TestDict::test_dict_variance, test/test_jit.py::TestDict::test_get, test/test_jit.py::TestDict::test_get_boolkey, test/test_jit.py::TestDict::test_items, test/test_jit.py::TestDict::test_key_type, test/test_jit.py::TestDict::test_keys, test/test_jit.py::TestDict::test_len, test/test_jit.py::TestDict::test_loop, test/test_jit.py::TestDict::test_membership, test/test_jit.py::TestDict::test_mutability, test/test_jit.py::TestDict::test_optional_dict_construct, test/test_jit.py::TestDict::test_ordered_dict, test/test_jit.py::TestDict::test_pop, test/test_jit.py::TestDict::test_popitem, test/test_jit.py::TestDict::test_setdefault, test/test_jit.py::TestDict::test_type_annotation_missing_contained_type, test/test_jit.py::TestDict::test_update, test/test_jit.py::TestDict::test_update_existing_key, test/test_jit.py::TestDict::test_values, test/test_jit.py::TestDict::test_view, test/test_jit.py::TestNamedTuple::test_namedtuple, test/test_jit.py::TestNamedTuple::test_namedtuple_as_attr, test/test_jit.py::TestNamedTuple::test_namedtuple_constant, test/test_jit.py::TestNamedTuple::test_namedtuple_input_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_inside_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_kwarg_construct, test/test_jit.py::TestNamedTuple::test_namedtuple_lower, test/test_jit.py::TestNamedTuple::test_namedtuple_resolution, test/test_jit.py::TestNamedTuple::test_namedtuple_resolution_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_serialization, test/test_jit.py::TestNamedTuple::test_namedtuple_slice_unpack, test/test_jit.py::TestNamedTuple::test_namedtuple_type_annotation, test/test_jit.py::TestNamedTuple::test_namedtuple_wrong_types, test/test_jit.py::TestNamedTuple::test_return_named_tuple, test/test_jit.py::TestScriptDict::test_bool, test/test_jit.py::TestScriptDict::test_contains, test/test_jit.py::TestScriptDict::test_delitem, test/test_jit.py::TestScriptDict::test_getitem, test/test_jit.py::TestScriptDict::test_items, test/test_jit.py::TestScriptDict::test_iter, test/test_jit.py::TestScriptDict::test_len, test/test_jit.py::TestScriptDict::test_nested, test/test_jit.py::TestScriptDict::test_reference_semantics, test/test_jit.py::TestScriptDict::test_repr, test/test_jit.py::TestScriptDict::test_setitem, test/test_jit.py::TestScriptList::test_append, test/test_jit.py::TestScriptList::test_bool, test/test_jit.py::TestScriptList::test_clear, test/test_jit.py::TestScriptList::test_contains, test/test_jit.py::TestScriptList::test_count, test/test_jit.py::TestScriptList::test_defaultdict, test/test_jit.py::TestScriptList::test_delitem, test/test_jit.py::TestScriptList::test_extend, test/test_jit.py::TestScriptList::test_getitem, test/test_jit.py::TestScriptList::test_insert, test/test_jit.py::TestScriptList::test_iter, test/test_jit.py::TestScriptList::test_len, test/test_jit.py::TestScriptList::test_nested, 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test/test_jit.py::TestClassType::test_optional_type_promotion, test/test_jit.py::TestClassType::test_out_of_order_methods, test/test_jit.py::TestClassType::test_overloaded_fn, test/test_jit.py::TestClassType::test_properties, test/test_jit.py::TestClassType::test_py_class_to_ivalue_missing_attribute, test/test_jit.py::TestClassType::test_python_interop, test/test_jit.py::TestClassType::test_recursive_class, test/test_jit.py::TestClassType::test_recursive_script_builtin_type_resolution, test/test_jit.py::TestClassType::test_recursive_script_module_builtin_type_resolution, test/test_jit.py::TestClassType::test_recursive_scripting, test/test_jit.py::TestClassType::test_recursive_scripting_failed, test/test_jit.py::TestClassType::test_reference_semantics, test/test_jit.py::TestClassType::test_save_load_with_classes, test/test_jit.py::TestClassType::test_save_load_with_classes_nested, test/test_jit.py::TestClassType::test_save_load_with_classes_returned, test/test_jit.py::TestClassType::test_schema_human_readable, test/test_jit.py::TestClassType::test_self_referential_method, test/test_jit.py::TestClassType::test_set_attr_in_method, test/test_jit.py::TestClassType::test_set_attr_non_initialized, test/test_jit.py::TestClassType::test_set_attr_type_mismatch, test/test_jit.py::TestClassType::test_staticmethod, test/test_jit.py::TestClassType::test_type_annotation, test/test_jit.py::TestClassType::test_type_annotations, test/test_jit.py::TestClassType::test_unresolved_class_attributes, test/test_jit.py::TestClassType::test_unused_method, test/test_jit.py::TestBuiltins::test_del, test/test_jit.py::TestBuiltins::test_del_multiple_operands, test/test_jit.py::TestBuiltins::test_has_attr, test/test_jit.py::TestBuiltins::test_has_attr_invalid_args, test/test_jit.py::TestBuiltins::test_torch_check, test/test_jit.py::TestBuiltins::test_torch_check_invalid_args, test/test_jit.py::TestTensorBuiltins::test_method_on_number, test/test_jit.py::TestTensorBuiltins::test_scalar_to_num_conversions, test/test_jit.py::TestTensorBuiltins::test_tensor_item, test/test_jit.py::TestTensorBuiltins::test_tensor_properties, test/test_jit.py::TestTensorBuiltins::test_tensor_subscript_assign, test/test_jit.py::TestTensorBuiltins::test_tensor_subscript_assign_device, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_inp_out, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_just_inp, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_just_out, test/test_jit.py::TestSymbolicShapeAnalysis::test_adaptive_avg_pool2d, test/test_jit.py::TestSymbolicShapeAnalysis::test_arange_shape, test/test_jit.py::TestSymbolicShapeAnalysis::test_binary_shape_fns_inplace, test/test_jit.py::TestSymbolicShapeAnalysis::test_binary_shape_functions, test/test_jit.py::TestSymbolicShapeAnalysis::test_conv_deconv, test/test_jit.py::TestSymbolicShapeAnalysis::test_convolution_backward, test/test_jit.py::TestSymbolicShapeAnalysis::test_cross_entropy_loss, test/test_jit.py::TestSymbolicShapeAnalysis::test_if_propagation, test/test_jit.py::TestSymbolicShapeAnalysis::test_partial_eval_graph_conv, test/test_jit.py::TestSymbolicShapeAnalysis::test_partial_eval_stitching, test/test_jit.py::TestSymbolicShapeAnalysis::test_refinement_through_graph_stitching, test/test_jit.py::TestSymbolicShapeAnalysis::test_register_function_error_checking, test/test_jit.py::TestSymbolicShapeAnalysis::test_returning_input_symbolic_shapes, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_analysis, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_concat, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_embedding_bag, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_function_includes, test/test_jit.py::TestSymbolicShapeAnalysis::test_shared_shape_graph, test/test_jit.py::TestSymbolicShapeAnalysis::test_size_and_sizes, test/test_jit.py::TestSymbolicShapeAnalysis::test_squeeze_dims, test/test_jit.py::TestSymbolicShapeAnalysis::test_stitching_concat, test/test_jit.py::TestSymbolicShapeAnalysis::test_stitching_multi_output, test/test_jit.py::TestSymbolicShapeAnalysis::test_sym_ir_parsing, test/test_jit.py::TestSymbolicShapeAnalysis::test_unary_shape_fns_inplace, test/test_jit.py::TestSymbolicShapeAnalysis::test_unary_shape_functions, test/test_jit.py::TestSymbolicShapeAnalysis::test_write, test/test_jit.py::TestOpDecompositions::test_op_decomposition, test/test_jit.py::TestOpDecompositions::test_registered_decomposition, test/test_jit.py::TestUnsupportedOps::test_factory_ops_requires_grad_fail, test/test_jit.py::TestUnsupportedOps::test_init_ops, test/test_jit.py::TestFreezing::test_freeze_interface_swapping_two_methods, test/test_jit.py::TestFreezing::test_freeze_interface_within_object, test/test_jit.py::TestFreezing::test_freeze_module, test/test_jit.py::TestFreezing::test_freeze_module_detach_gradient, test/test_jit.py::TestFreezing::test_freeze_module_in_training_mode, test/test_jit.py::TestFreezing::test_freeze_module_inlining, test/test_jit.py::TestFreezing::test_freeze_module_no_forward, test/test_jit.py::TestFreezing::test_freeze_module_return_self, test/test_jit.py::TestFreezing::test_freeze_module_return_sub_module, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr2, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr3, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr2, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr3, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr4, test/test_jit.py::TestFreezing::test_freeze_module_with_call_method, test/test_jit.py::TestFreezing::test_freeze_module_with_fork, test/test_jit.py::TestFreezing::test_freeze_module_with_fork2, test/test_jit.py::TestFreezing::test_freeze_module_with_fork_calling_module_method, test/test_jit.py::TestFreezing::test_freeze_module_with_helperfunction, test/test_jit.py::TestFreezing::test_freeze_module_with_inplace_mutable, test/test_jit.py::TestFreezing::test_freeze_module_with_list, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_dict, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_list, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_tensor, test/test_jit.py::TestFreezing::test_freeze_module_with_nested_fork, test/test_jit.py::TestFreezing::test_freeze_module_with_nestedaliasing, test/test_jit.py::TestFreezing::test_freeze_module_with_nestedaliasingscalar, test/test_jit.py::TestFreezing::test_freeze_module_with_non_static_module_container_index, test/test_jit.py::TestFreezing::test_freeze_module_with_overlapping_attrs, test/test_jit.py::TestFreezing::test_freeze_module_with_preserve_sub_module, test/test_jit.py::TestFreezing::test_freeze_module_with_preserve_sub_module_and_mutation, test/test_jit.py::TestFreezing::test_freeze_module_with_sharedclasstype, test/test_jit.py::TestFreezing::test_freeze_module_with_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_tensor, test/test_jit.py::TestFreezing::test_freeze_module_with_tuple, test/test_jit.py::TestFreezing::test_freeze_module_with_tupleoutput_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attribute_on_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attribute_on_unused_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method2, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method_on_submodule, test/test_jit.py::TestFreezing::test_freeze_no_forward, test/test_jit.py::TestFreezing::test_freeze_non_interface_module_swap, test/test_jit.py::TestFreezing::test_freeze_non_module_class_getattr, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces_same_name, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces_with_reassignment, test/test_jit.py::TestFreezing::test_freeze_with_interface_mutable, test/test_jit.py::TestFreezing::test_freeze_with_swapping_interfaces, test/test_jit.py::TestFreezing::test_module_getattr_indirection, test/test_jit.py::TestFreezing::test_module_with_shared_type_instances, test/test_jit.py::TestFrozenOptimizations::test_bn_not_broadcast_with_linear, test/test_jit.py::TestFrozenOptimizations::test_collapse_adjacent_conversions, test/test_jit.py::TestFrozenOptimizations::test_conv_add_folding, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding_autocast_scenario_cuda, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding_not_forward, test/test_jit.py::TestFrozenOptimizations::test_conv_hardswish, test/test_jit.py::TestFrozenOptimizations::test_conv_mul_add_bn, test/test_jit.py::TestFrozenOptimizations::test_conv_to_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_conv_to_mkldnn_no_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_freeze_conv_relu_fusion, test/test_jit.py::TestFrozenOptimizations::test_freeze_conv_relu_fusion_not_forward, test/test_jit.py::TestFrozenOptimizations::test_freeze_mkdlnn, test/test_jit.py::TestFrozenOptimizations::test_freeze_remove_dropout, test/test_jit.py::TestFrozenOptimizations::test_freeze_remove_feature_dropout, test/test_jit.py::TestFrozenOptimizations::test_hardswish_hardsigmoid, test/test_jit.py::TestFrozenOptimizations::test_incompatible_perf_formats, test/test_jit.py::TestFrozenOptimizations::test_linear_bn_folding, test/test_jit.py::TestFrozenOptimizations::test_linear_bn_folding_autocast_scenario_cuda, test/test_jit.py::TestFrozenOptimizations::test_linear_concat, test/test_jit.py::TestFrozenOptimizations::test_linear_concat_complex, test/test_jit.py::TestFrozenOptimizations::test_linear_concat_different_input, test/test_jit.py::TestFrozenOptimizations::test_linear_multiple_blocks, test/test_jit.py::TestFrozenOptimizations::test_linear_non_constant_weight, test/test_jit.py::TestFrozenOptimizations::test_linear_transpose, test/test_jit.py::TestFrozenOptimizations::test_maxpool_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_mkldnn_fuser_broadcasting, test/test_jit.py::TestFrozenOptimizations::test_mkldnn_inplace_removal, test/test_jit.py::TestFrozenOptimizations::test_numel_less_than_size_with_padding, test/test_jit.py::TestFrozenOptimizations::test_optimize_freeze_module, test/test_jit.py::TestFrozenOptimizations::test_pool2d_batchnorm, test/test_jit.py::TestFrozenOptimizations::test_pool3d_batchnorm, test/test_jit.py::TestFrozenOptimizations::test_remove_detach, test/test_jit.py::TestFrozenOptimizations::test_remove_detach_not_applied, test/test_jit.py::TestFrozenOptimizations::test_scalar_mul, test/test_jit.py::TestMKLDNNReinplacing::test_always_alive_values, test/test_jit.py::TestMKLDNNReinplacing::test_merge_liveness, test/test_jit.py::TestMKLDNNReinplacing::test_successful, test/test_jit.py::TestMKLDNNReinplacing::test_switch_inputs_to_inplace, test/test_jit.py::TestPeephole::test_conv_dim_folding, test/test_jit.py::TestPeephole::test_integer_refinement, test/test_jit.py::TestPeephole::test_noop_peephole, test/test_jit.py::TestPeephole::test_normalized_is_op, test/test_jit.py::TestPeephole::test_normalized_isnot_op, test/test_jit.py::TestPeephole::test_normalized_rsub, test/test_jit.py::TestPeephole::test_optimize_out_comparison_same_value, test/test_jit.py::TestPeephole::test_peephole, test/test_jit.py::TestPeephole::test_peephole_add_zero, test/test_jit.py::TestPeephole::test_peephole_arith, test/test_jit.py::TestPeephole::test_peephole_cuda, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_dict_modified, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_get_input_arg, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_keys_might_overlap, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_missing_key, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_overlapping_keys, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_unsupported_type, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_simple, test/test_jit.py::TestPeephole::test_peephole_dict_len, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_keys_might_overlap, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_overlapping_keys, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_unsupported_type, test/test_jit.py::TestPeephole::test_peephole_dynamic, test/test_jit.py::TestPeephole::test_peephole_int, test/test_jit.py::TestPeephole::test_peephole_len_list, test/test_jit.py::TestPeephole::test_peephole_list_len, test/test_jit.py::TestPeephole::test_peephole_list_ops, test/test_jit.py::TestPeephole::test_peephole_no_output_aliasing, test/test_jit.py::TestPeephole::test_peephole_optional_refine, test/test_jit.py::TestPeephole::test_peephole_slice_all_three_args, test/test_jit.py::TestPeephole::test_peephole_slice_one_empty_arg, test/test_jit.py::TestPeephole::test_peephole_slice_optimization_not_applied_list_modified, test/test_jit.py::TestPeephole::test_peephole_slice_optimization_not_applied_non_const_args, test/test_jit.py::TestPeephole::test_peephole_slice_two_empty_args, test/test_jit.py::TestPeephole::test_peephole_type_refinements, test/test_jit.py::TestPeephole::test_peephole_with_non_output_writes, test/test_jit.py::TestPeephole::test_peephole_with_writes, test/test_jit.py::TestPeephole::test_refine_integer_values, test/test_jit.py::TestPeephole::test_short_circuit_optimization, test/test_jit.py::TestAliasAnalysis::test_becomes_wildcard_annotations, test/test_jit.py::TestAliasAnalysis::test_multiple_compilation_units, test/test_jit.py::TestAliasAnalysis::test_nested_list_construct_not_wildcard, test/test_jit.py::TestAliasAnalysis::test_recursive_calls, test/test_jit.py::TestSaveLoad::test_different_functions, test/test_jit.py::TestSaveLoad::test_different_interfaces, test/test_jit.py::TestSaveLoad::test_different_modules, test/test_jit.py::TestSaveLoad::test_many_collisions, test/test_jit.py::TestSaveLoad::test_save_load_large_string_attribute, test/test_jit.py::TestSaveLoad::test_save_load_meta_tensors, test/test_jit.py::TestSaveLoad::test_save_load_meta_tensors_to_device, test/test_jit.py::TestSaveLoad::test_save_load_params_buffers_submodules, test/test_jit.py::TestSaveLoad::test_save_load_using_pathlib, test/test_jit.py::TestSaveLoad::test_save_load_with_extra_files, test/test_jit.py::TestSaveLoad::test_save_load_with_saved_traced_inputs, test/test_jit.py::TestSaveLoad::test_save_namedtuple_input_only, test/test_jit.py::TestSaveLoad::test_save_namedtuple_input_only_forwardref, test/test_jit.py::TestSaveLoad::test_save_namedtuple_output_only, test/test_jit.py::TestSaveLoad::test_save_nonexit_file, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_functions, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_interfaces, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_modules, test/test_jit.py::TestSaveLoadFlatbuffer::test_many_collisions, test/test_jit.py::TestSaveLoadFlatbuffer::test_module_info_flatbuffer, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_params_buffers_submodules, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_using_pathlib, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_with_extra_files, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_namedtuple_input_only, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_namedtuple_output_only, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_inplace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_reciprocal, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_scalar, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor_inplace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor_out, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_linspace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_linspace_out, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_logspace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_logspace_out, test/test_jit.py::TestModuleContainers::test_custom_container_forward, test/test_jit.py::TestModuleContainers::test_empty_dict_override_contains, test/test_jit.py::TestModuleContainers::test_module_inplace_construct, test/test_jit.py::TestModuleContainers::test_module_interface_special_methods, test/test_jit.py::TestModuleContainers::test_module_properties, test/test_jit.py::TestModuleContainers::test_moduledict, test/test_jit.py::TestModuleContainers::test_moduledict_getitem, test/test_jit.py::TestModuleContainers::test_moduledict_keyerror, test/test_jit.py::TestModuleContainers::test_normal_list_attribute_with_modules_error, test/test_jit.py::TestModuleContainers::test_parameterdict_script_getitem, test/test_jit.py::TestModuleContainers::test_parameterlist_script_getitem, test/test_jit.py::TestModuleContainers::test_parameterlist_script_iter, test/test_jit.py::TestModuleContainers::test_script_module_list_sequential, test/test_jit.py::TestModuleContainers::test_script_modulelist_index, test/test_jit.py::TestModuleContainers::test_sequential_intermediary_types, test/test_jit.py::TestModuleContainers::test_special_method_with_override, test/test_jit.py::TestModuleContainers::test_typed_module_dict, test/test_jit.py::TestModuleContainers::test_typed_module_list, test/test_jit.py::TestPythonBindings::test_add_input, test/test_jit.py::TestPythonBindings::test_aliasdb, test/test_jit.py::TestPythonBindings::test_canonicalize, test/test_jit.py::TestPythonBindings::test_cu_create_function, test/test_jit.py::TestPythonBindings::test_cu_get_functions, test/test_jit.py::TestPythonBindings::test_graph_create, test/test_jit.py::TestPythonBindings::test_graph_iterator_keepalive, test/test_jit.py::TestPythonBindings::test_invalidation, test/test_jit.py::TestPythonIr::test_param_strides, test/test_jit.py::TestPythonIr::test_permute_inputs_binding, test/test_jit.py::TestPythonIr::test_python_ir_utils, test/test_jit.py::TestPythonIr::test_python_ir_utils_graph, test/test_jit.py::TestFunctionalBlocks::test_subgraph_creation, test/test_jit.py::TestRemoveMutation::test_aten_inplace, test/test_jit.py::TestRemoveMutation::test_common_pytorch_list_ops, test/test_jit.py::TestRemoveMutation::test_if_output, test/test_jit.py::TestRemoveMutation::test_if_output_fail, test/test_jit.py::TestRemoveMutation::test_list_indexing_removal, test/test_jit.py::TestRemoveMutation::test_lists_append, test/test_jit.py::TestRemoveMutation::test_lists_insert, test/test_jit.py::TestRemoveMutation::test_special_mapped_op, test/test_jit.py::TestTorchbind::test_default_args, test/test_jit.py::TestTorchbind::test_hasattr, test/test_jit.py::TestTorchbind::test_lambda_as_constructor, test/test_jit.py::TestTorchbind::test_profiler_custom_op, test/test_jit.py::TestTorchbind::test_staticmethod, test/test_jit.py::TestTorchbind::test_torchbind, test/test_jit.py::TestTorchbind::test_torchbind_attr_exception, test/test_jit.py::TestTorchbind::test_torchbind_class_attr_recursive, test/test_jit.py::TestTorchbind::test_torchbind_class_attribute, test/test_jit.py::TestTorchbind::test_torchbind_deepcopy, test/test_jit.py::TestTorchbind::test_torchbind_def_property_getter_setter, test/test_jit.py::TestTorchbind::test_torchbind_def_property_just_getter, test/test_jit.py::TestTorchbind::test_torchbind_def_property_readwrite, test/test_jit.py::TestTorchbind::test_torchbind_getattr, test/test_jit.py::TestTorchbind::test_torchbind_getstate, test/test_jit.py::TestTorchbind::test_torchbind_instantiate_missing_class, test/test_jit.py::TestTorchbind::test_torchbind_lambda_method, test/test_jit.py::TestTorchbind::test_torchbind_no_init, test/test_jit.py::TestTorchbind::test_torchbind_optional_explicit_attr, test/test_jit.py::TestTorchbind::test_torchbind_pass_wrong_type, test/test_jit.py::TestTorchbind::test_torchbind_pickle_serialization, test/test_jit.py::TestTorchbind::test_torchbind_python_deepcopy, test/test_jit.py::TestTorchbind::test_torchbind_return_instance, test/test_jit.py::TestTorchbind::test_torchbind_return_instance_from_method, test/test_jit.py::TestTorchbind::test_torchbind_return_tuple, test/test_jit.py::TestTorchbind::test_torchbind_save_load, test/test_jit.py::TestTorchbind::test_torchbind_take_as_arg, test/test_jit.py::TestTorchbind::test_torchbind_take_instance_as_method_arg, test/test_jit.py::TestTorchbind::test_torchbind_tracing, test/test_jit.py::TestTorchbind::test_torchbind_tracing_nested, test/test_jit.py::TestModuleInterface::test_freeze_module_with_inplace_mutation_in_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_interface_and_fork, test/test_jit.py::TestModuleInterface::test_freeze_module_with_mutated_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_setattr_in_interface, test/test_jit.py::TestModuleInterface::test_module_apis_interface, test/test_jit.py::TestModuleInterface::test_module_doc_string, test/test_jit.py::TestModuleInterface::test_module_interface, test/test_jit.py::TestModuleInterface::test_module_interface_inheritance, test/test_jit.py::TestModuleInterface::test_module_interface_subtype, test/test_jit.py::TestModuleInterface::test_module_swap, test/test_jit.py::TestModuleInterface::test_module_swap_no_lazy_compile, test/test_jit.py::TestModuleInterface::test_module_swap_no_module_interface, test/test_jit.py::TestModuleInterface::test_module_swap_wrong_module, test/test_jit.py::TestModuleInterface::test_not_submodule_interface_call, test/test_jit.py::TestModuleInterface::test_script_module_as_interface_swap, test/test_jit.py::TestWith::test_with_as, test/test_jit.py::TestWith::test_with_errors, test/test_jit.py::TestWith::test_with_exceptions, test/test_jit.py::TestWith::test_with_no_as, test/test_jit.py::TestWith::test_with_no_grad, test/test_jit.py::TestWith::test_with_record_function, test/test_jit.py::TestEnum::test_closed_over_enum_constant, test/test_jit.py::TestEnum::test_enum_as_const, test/test_jit.py::TestEnum::test_enum_as_module_attribute, test/test_jit.py::TestEnum::test_enum_comp, test/test_jit.py::TestEnum::test_enum_comp_diff_classes, test/test_jit.py::TestEnum::test_enum_explicit_script, test/test_jit.py::TestEnum::test_enum_iterate, test/test_jit.py::TestEnum::test_enum_ivalue_type, test/test_jit.py::TestEnum::test_enum_module_return, test/test_jit.py::TestEnum::test_enum_name, test/test_jit.py::TestEnum::test_enum_return, test/test_jit.py::TestEnum::test_enum_value, test/test_jit.py::TestEnum::test_enum_value_types, test/test_jit.py::TestEnum::test_heterogenous_value_type_enum_error, test/test_jit.py::TestEnum::test_non_existent_enum_value, test/test_jit.py::TestEnum::test_string_enum_as_module_attribute, test/test_jit.py::TestEnum::test_typed_enum, test/test_jit.py::TestStringFormatting::test_modulo_operator, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_alternate_digit_placeholder, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_capital_exponent_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_char_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_true_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_digit_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_digit_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_double_percent_in_string, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_exponent_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_float_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_float_placeholder_and_float_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_lowercase_exponent_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_multiple_placeholders, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_percent_in_string, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_format_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_subscript, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_too_few_arguments, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_too_many_arguments, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_unknown_format_specifier, test/test_jit.py::TestProfiler::test_aliasing_merge, test/test_jit.py::TestProfiler::test_autograd_fallback_graph, test/test_jit.py::TestProfiler::test_fallback_graph_not_specialized, test/test_jit.py::TestProfiler::test_iterative_fusion, test/test_jit.py::TestProfiler::test_local_fusion_strategy, test/test_jit.py::TestProfiler::test_not_fusing_scalar_ops, test/test_jit.py::TestProfiler::test_not_optimizing_property, test/test_jit.py::TestProfiler::test_specialize_backward, test/test_jit.py::TestProfiler::test_specialized_types, test/test_jit.py::TestProfiler::test_tensor_constant, test/test_jit.py::TestProfiler::test_tensor_type_not_determined_by_inputs, test/test_jit.py::TestProfiler::test_use_not_profiled, test/test_jit.py::TestSlice::test_module_list_slicing, test/test_jit.py::TestSlice::test_slice_as_variable, test/test_jit.py::TestSlice::test_slice_dynamic_index, test/test_jit.py::TestSlice::test_slice_kwarg, test/test_jit.py::TestSlice::test_slice_one_none, test/test_jit.py::TestSlice::test_slice_start_stop, test/test_jit.py::TestSlice::test_slice_start_stop_step, test/test_jit.py::TestSlice::test_slice_start_stop_with_none, test/test_jit.py::TestSlice::test_slice_stop_clipped, test/test_jit.py::TestSlice::test_slice_stop_only, test/test_jit.py::TestSlice::test_slice_stop_only_with_nones, test/test_jit.py::TestSlice::test_slice_string, test/test_jit.py::TestSlice::test_slice_tensor, test/test_jit.py::TestSlice::test_slice_tensor_multidim, test/test_jit.py::TestSlice::test_slice_tensor_multidim_with_dots, test/test_jit.py::TestSlice::test_slice_three_nones, test/test_jit.py::TestSlice::test_slice_two_nones, test/test_jit.py::TestSlice::test_tuple_slicing, test/test_jit.py::TestIgnorableArgs::test_add_out_ignorable_args, test/test_jit.py::TestIgnorableArgs::test_slice_ignorable_args_for_slice, test/test_jit.py::TestHooks::test_forward_tuple_input, test/test_jit.py::TestHooks::test_hook_compilation_hint, test/test_jit.py::TestHooks::test_hook_hook_name_collision, test/test_jit.py::TestHooks::test_hook_method_name_collision, test/test_jit.py::TestHooks::test_module_direct_forward_invocation, test/test_jit.py::TestHooks::test_module_forward_multiple_inputs, test/test_jit.py::TestHooks::test_module_forward_single_input, test/test_jit.py::TestHooks::test_module_hook_return_nothing, test/test_jit.py::TestHooks::test_module_multiple_hooks_multiple_inputs, test/test_jit.py::TestHooks::test_module_multiple_hooks_single_input, test/test_jit.py::TestHooks::test_module_no_forward_input, test/test_jit.py::TestHooks::test_module_same_hook_repeated, test/test_jit.py::TestHooks::test_submodule_called_directly_with_hooks, test/test_jit.py::TestHooks::test_submodule_direct_forward_invocation, test/test_jit.py::TestHooks::test_submodule_forward_multiple_inputs, test/test_jit.py::TestHooks::test_submodule_forward_single_input, test/test_jit.py::TestHooks::test_submodule_forward_single_input_return_not_tupled, test/test_jit.py::TestHooks::test_submodule_hook_return_nothing, test/test_jit.py::TestHooks::test_submodule_multiple_hooks_multiple_inputs, test/test_jit.py::TestHooks::test_submodule_multiple_hooks_single_input, test/test_jit.py::TestHooks::test_submodule_no_forward_input, test/test_jit.py::TestHooks::test_submodule_same_hook_repeated, test/test_jit.py::TestHooks::test_wrong_hook_signatures, test/test_jit.py::TestHooks::test_wrong_pre_hook_signatures, test/test_jit.py::TestWarn::test_warn, test/test_jit.py::TestWarn::test_warn_multiple_calls_multiple_warnings, test/test_jit.py::TestWarn::test_warn_multiple_calls_same_func_diff_stack, test/test_jit.py::TestWarn::test_warn_once_per_func, test/test_jit.py::TestWarn::test_warn_once_per_func_in_loop, test/test_jit.py::TestWarn::test_warn_only_once, test/test_jit.py::TestWarn::test_warn_only_once_in_loop_func, test/test_jit.py::TestIsinstance::test_bool, test/test_jit.py::TestIsinstance::test_dict, test/test_jit.py::TestIsinstance::test_dict_nested, test/test_jit.py::TestIsinstance::test_dict_no_contained_type, test/test_jit.py::TestIsinstance::test_dict_tensor, test/test_jit.py::TestIsinstance::test_empty_container_special_cases, test/test_jit.py::TestIsinstance::test_empty_container_throws_warning_in_eager, test/test_jit.py::TestIsinstance::test_float, test/test_jit.py::TestIsinstance::test_if_else, test/test_jit.py::TestIsinstance::test_in_if, test/test_jit.py::TestIsinstance::test_in_while_loop, test/test_jit.py::TestIsinstance::test_int, test/test_jit.py::TestIsinstance::test_list, test/test_jit.py::TestIsinstance::test_list_nested, test/test_jit.py::TestIsinstance::test_list_no_contained_type, test/test_jit.py::TestIsinstance::test_list_tensor, test/test_jit.py::TestIsinstance::test_list_tensor_type_true, test/test_jit.py::TestIsinstance::test_nontuple_container_rhs_throws_in_eager, test/test_jit.py::TestIsinstance::test_optional, test/test_jit.py::TestIsinstance::test_optional_nested, test/test_jit.py::TestIsinstance::test_optional_no_contained_type, test/test_jit.py::TestIsinstance::test_optional_none, test/test_jit.py::TestIsinstance::test_tensor_type_false, test/test_jit.py::TestIsinstance::test_tuple, test/test_jit.py::TestIsinstance::test_tuple_nested, test/test_jit.py::TestIsinstance::test_tuple_no_contained_type, test/test_jit.py::TestIsinstance::test_tuple_rhs, test/test_jit.py::TestIsinstance::test_tuple_tensor, test/test_jit.py::TestIsinstance::test_type_refinement, test/test_jit.py::TestCUDA::test__exchange_device_op, test/test_jit.py::TestCUDA::test__maybe_exchange_device_op, test/test_jit.py::TestCUDA::test_cuda_synchronize, test/test_jit.py::TestCUDA::test_current_stream, test/test_jit.py::TestCUDA::test_event_args, test/test_jit.py::TestCUDA::test_stream_args, test/test_jit.py::TestCUDA::test_streams_and_events, test/test_jit.py::TestPythonBuiltinOP::test_add, test/test_jit.py::TestPythonBuiltinOP::test_adv_indexing_list, test/test_jit.py::TestPythonBuiltinOP::test_advancedindex, test/test_jit.py::TestPythonBuiltinOP::test_gather, test/test_jit.py::TestPythonBuiltinOP::test_index, test/test_jit.py::TestPythonBuiltinOP::test_index_ellipses, test/test_jit.py::TestPythonBuiltinOP::test_inf, test/test_jit.py::TestPythonBuiltinOP::test_matmul_py3, test/test_jit.py::TestPythonBuiltinOP::test_mul, test/test_jit.py::TestPythonBuiltinOP::test_pow, test/test_jit.py::TestPythonBuiltinOP::test_random, test/test_jit.py::TestPythonBuiltinOP::test_slice, test/test_jit.py::TestPythonBuiltinOP::test_stepped_tuple_slicing, test/test_jit.py::TestPythonBuiltinOP::test_str_to_float, test/test_jit.py::TestPythonBuiltinOP::test_triple, test/test_jit.py::TestTyping::test_bool_list_io, test/test_jit.py::TestTyping::test_dict_comprehension, test/test_jit.py::TestTyping::test_dict_comprehension_scope, test/test_jit.py::TestTyping::test_dict_comprehension_with_type_annotation, test/test_jit.py::TestTyping::test_dict_in_not_in, test/test_jit.py::TestTyping::test_dict_invalid_annotations, test/test_jit.py::TestTyping::test_dict_type_refinement_annotation_key_mismatch, test/test_jit.py::TestTyping::test_dict_type_refinement_annotation_value_mismatch, test/test_jit.py::TestTyping::test_for_in_dict, test/test_jit.py::TestTyping::test_for_in_string, test/test_jit.py::TestTyping::test_for_tuple_assign, test/test_jit.py::TestTyping::test_for_tuple_unpack, test/test_jit.py::TestTyping::test_inherited_annotations_python_310, test/test_jit.py::TestTyping::test_list_io, test/test_jit.py::TestTyping::test_list_iterables, test/test_jit.py::TestTyping::test_list_sum, test/test_jit.py::TestTyping::test_list_type_refinement_annotation_element_mismatch, test/test_jit.py::TestTyping::test_list_unification, test/test_jit.py::TestTyping::test_multiple_assign, test/test_jit.py::TestTyping::test_namedtuple_error_source_attribution, test/test_jit.py::TestTyping::test_namedtuple_good_error, test/test_jit.py::TestTyping::test_namedtuple_py2, test/test_jit.py::TestTyping::test_namedtuple_redefine, test/test_jit.py::TestTyping::test_nested_list, test/test_jit.py::TestTyping::test_opt_opt_refinement, test/test_jit.py::TestTyping::test_optional_conversion, test/test_jit.py::TestTyping::test_optional_refinement, test/test_jit.py::TestTyping::test_optional_tuple, test/test_jit.py::TestTyping::test_singleton_tuple_unpack, test/test_jit.py::TestTyping::test_sum_list_diff_elms, test/test_jit.py::TestTyping::test_sum_list_empty, test/test_jit.py::TestTyping::test_sum_list_literal, test/test_jit.py::TestTyping::test_sum_list_one, test/test_jit.py::TestTyping::test_sum_list_wrong_type, test/test_jit.py::TestTyping::test_tuple_assignments, test/test_jit.py::TestTyping::test_tuple_create_return, test/test_jit.py::TestTyping::test_tuple_io, test/test_jit.py::TestTyping::test_tuple_keyword, test/test_jit.py::TestTyping::test_tuple_specialization, test/test_jit.py::TestHash::test_hash_bool, test/test_jit.py::TestHash::test_hash_device, test/test_jit.py::TestHash::test_hash_float, test/test_jit.py::TestHash::test_hash_int, test/test_jit.py::TestHash::test_hash_none, test/test_jit.py::TestHash::test_hash_string, test/test_jit.py::TestHash::test_hash_tensor, test/test_jit.py::TestHash::test_hash_tuple, test/test_jit.py::TestHash::test_hash_tuple_nested_unhashable_type, test/test_jit.py::TestComplex::test_binary_op_complex_tensor, test/test_jit.py::TestComplex::test_comparison_ops, test/test_jit.py::TestComplex::test_complex_constants_and_ops, test/test_jit.py::TestComplex::test_complex_constructor, test/test_jit.py::TestComplex::test_complex_list_sum, test/test_jit.py::TestComplex::test_complex_parse, test/test_jit.py::TestComplex::test_complexdict, test/test_jit.py::TestComplex::test_complexlist, test/test_jit.py::TestComplex::test_div, test/test_jit.py::TestComplex::test_infj_nanj_pickle, test/test_jit.py::TestComplex::test_pickle, test/test_jit.py::TestComplex::test_script, test/test_jit.py::TestComplex::test_tensor_attributes, test/test_jit.py::TestComplex::test_torch_complex_constructor_with_tensor, test/test_jit.py::TestJitUtils::test_checkscriptassertraisesregex, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_hybrid, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_keyword_only, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_positional_only, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_positional_or_keyword, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_var_keyword, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_var_positional, test/test_jit.py::TestJitUtils::test_no_tracer_warn_context_manager, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_annotation_and_init_annotation, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_annotation_only, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_jit_annotation, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_dict, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_dict_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_list, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_list_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_optional, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_tensor, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_falsy_base_type, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_nonempty_container, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_attribute, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_dict, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_dict_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_list, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_list_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_optional, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_torch_jit_import, test/test_jit.py::TestTypesAndAnnotation::test_annotate_outside_init, test/test_jit.py::TestTypesAndAnnotation::test_bad_types, test/test_jit.py::TestTypesAndAnnotation::test_ignore_with_types, test/test_jit.py::TestTypesAndAnnotation::test_ignoring_fn_with_nonscriptable_types, test/test_jit.py::TestTypesAndAnnotation::test_ignoring_module_attributes, test/test_jit.py::TestTypesAndAnnotation::test_inferred_type_error_message, test/test_jit.py::TestTypesAndAnnotation::test_mismatched_annotation, test/test_jit.py::TestTypesAndAnnotation::test_optional_no_element_type_annotation, test/test_jit.py::TestTypesAndAnnotation::test_parser_bug, test/test_jit.py::TestTypesAndAnnotation::test_pep585_type, test/test_jit.py::TestTypesAndAnnotation::test_python_callable, test/test_jit.py::TestTypesAndAnnotation::test_reannotate, test/test_jit.py::TestTypesAndAnnotation::test_tuple_no_element_type_annotation, test/test_jit.py::TestTypesAndAnnotation::test_type_annotate_py3, test/test_jit.py::TestTypesAndAnnotation::test_types_as_values, test/test_jit.py::TestTypesAndAnnotation::test_unimported_type_resolution, test/test_jit.py::TestMisc::test_broadcasting_list, test/test_jit.py::TestMisc::test_export_opnames_interface, test/test_jit.py::TestMisc::test_future_isinstance, test/test_jit.py::TestMisc::test_hacked_twin, test/test_jit.py::TestMisc::test_if_returning_any, test/test_jit.py::TestMisc::test_jit_get_operation_order, test/test_jit.py::TestMisc::test_joined_str, test/test_jit.py::TestMisc::test_kwarg_support, test/test_jit.py::TestMisc::test_legacy_tensor_constructor, test/test_jit.py::TestMisc::test_list_literal_infer, test/test_jit.py::TestMisc::test_math_inf, test/test_jit.py::TestMisc::test_parse_ir_annotate, test/test_jit.py::TestMisc::test_parse_ir_single_element_tensor_negative, test/test_jit.py::TestMisc::test_parse_ir_single_element_tensor_positive, test/test_jit.py::TestMisc::test_pow_multiple_dtype, test/test_jit.py::TestMisc::test_script_many_decorators, test/test_jit.py::TestMisc::test_str_refine_any, test/test_jit.py::TestMisc::test_subexpression_Dict_int_Future, test/test_jit.py::TestMisc::test_subexpression_Future_annotate, test/test_jit.py::TestMisc::test_subexpression_List_Future, test/test_jit.py::TestMisc::test_subexpression_Optional, test/test_jit.py::TestMisc::test_subexpression_Tuple_int_int_Future, test/test_jit.py::TestMisc::test_tuple_subscripted_assign, test/test_jit.py::TestMisc::test_unsafe_hacked_twin, test/test_jit.py::TestUpgraders::test_add_value_to_version_map, test/test_jit.py::TestUpgraders::test_aten_div_scalar_at_3, test/test_jit.py::TestUpgraders::test_aten_div_tensor_at_3, test/test_jit.py::TestUpgraders::test_aten_div_tensor_out_at_3, test/test_jit.py::TestUpgraders::test_aten_full_at_4, test/test_jit.py::TestUpgraders::test_aten_full_other_variants, test/test_jit.py::TestUpgraders::test_aten_full_out_at_4, test/test_jit.py::TestUpgraders::test_aten_linspace, test/test_jit.py::TestUpgraders::test_aten_linspace_out, test/test_jit.py::TestUpgraders::test_aten_logspace, test/test_jit.py::TestUpgraders::test_aten_logspace_out, test/test_jit.py::TestUpgraders::test_aten_test_serialization, test/test_jit.py::TestUpgraders::test_populated_test_upgrader_graph, test/test_jit.py::TestUpgraders::test_populated_upgrader_graph, test/test_jit.py::TestTensorCreationOps::test_randperm_default_dtype, test/test_jit.py::TestTensorCreationOps::test_randperm_specifed_dtype, test/test_jit.py::TestTensorCreationOps::test_tril_indices_default_dtype, test/test_jit.py::TestTensorCreationOps::test_tril_indices_specified_dtype, test/test_jit.py::TestTensorCreationOps::test_triu_indices_default_dtype, test/test_jit.py::TestTensorCreationOps::test_triu_indices_specified_dtype, test/test_jit.py::TestModuleAPIs::test_customized_state_dict_methods, test/test_jit.py::TestModuleAPIs::test_default_state_dict_methods, test/test_jit.py::TestModuleAPIs::test_submodule_customized_state_dict_methods, test/test_jit.py::TestScriptProfile::test_basic, test/test_jit.py::TestScriptProfile::test_empty, test/test_jit.py::TestScriptProfile::test_multi, test/test_jit.py::TestScriptProfile::test_script, test/test_jit.py::TestScriptProfile::test_section, test/test_jit.py::TestFunctionalToInplaceActivation::test_check_no_type_promotion, test/test_jit.py::TestFunctionalToInplaceActivation::test_functional_to_inplace_activation, test/test_jit.py::TestFunctionalToInplaceActivation::test_no_functional_to_inplace, test/test_jit.py::TestFunctionalToInplaceActivation::test_resnet18_correctness, test/test_jit.py::TestInplaceToFunctionalActivation::test_inplace_to_functional_activation, test/test_jit.py::TestInplaceToFunctionalActivation::test_resnet18_correctness, test/test_jit.py::TestParametrization::test_scriptable, test/test_jit.py::TestParametrization::test_traceable, test/test_jit.py::TestGetDefaultAttr::test_getattr_named_tuple, test/test_jit.py::TestGetDefaultAttr::test_getattr_tuple, test/test_jit.py::TestGetDefaultAttr::test_getattr_with_default, test/test_jit.py::TestAtenPow::test_aten_pow_zero_negative_exponent, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_1, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_2, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_3, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_4, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_insert_pre_packed_linear_before_inline_and_conv_2d_op, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_insert_pre_packed_linear_op, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_replace_conv1d_with_conv2d, test/test_jit.py::TestUnion::test_check_union_annotation, test/test_jit.py::TestUnion::test_union_T_None_is_equivalent_to_optional_T, test/test_jit.py::TestUnion::test_union_argument_order_is_ignored, test/test_jit.py::TestUnion::test_union_argument_order_is_ignored_container, test/test_jit.py::TestUnion::test_union_as_annotation, test/test_jit.py::TestUnion::test_union_as_annotation_in_typed_container, test/test_jit.py::TestUnion::test_union_as_annotation_py2, test/test_jit.py::TestUnion::test_union_as_dict_key, test/test_jit.py::TestUnion::test_union_as_dict_value, test/test_jit.py::TestUnion::test_union_as_internal_tuple_type, test/test_jit.py::TestUnion::test_union_branching_does_not_autoinfer_undeclared_union, test/test_jit.py::TestUnion::test_union_branching_does_not_widen_existing_inferred_type, test/test_jit.py::TestUnion::test_union_branching_with_union_return_and_homogenous_types, test/test_jit.py::TestUnion::test_union_does_not_replace_existing_annotated_type, test/test_jit.py::TestUnion::test_union_does_not_replace_existing_annotated_type_empty_container, test/test_jit.py::TestUnion::test_union_does_not_replace_existing_annotated_type_union, test/test_jit.py::TestUnion::test_union_in_class_constructor, test/test_jit.py::TestUnion::test_union_memory_aliasing, test/test_jit.py::TestUnion::test_union_module_with_union_class_variable, test/test_jit.py::TestUnion::test_union_module_with_union_instance_variable, test/test_jit.py::TestUnion::test_union_optional_of_union_is_flattened, test/test_jit.py::TestUnion::test_union_redundant_arguments_are_skipped, test/test_jit.py::TestUnion::test_union_redundant_arguments_are_skipped_container, test/test_jit.py::TestUnion::test_union_redundant_arguments_are_skipped_optional, test/test_jit.py::TestUnion::test_union_redundant_arguments_are_skipped_subtyping, test/test_jit.py::TestUnion::test_union_return_type, test/test_jit.py::TestUnion::test_union_schema_matching_on_internal_type, test/test_jit.py::TestUnion::test_union_serialization_preserves_type_annotations, test/test_jit.py::TestUnion::test_union_subclasses_larger_union, test/test_jit.py::TestUnion::test_union_subtractive_refinement, test/test_jit.py::TestUnion::test_union_subtractive_refinement_with_container, test/test_jit.py::TestUnion::test_union_type_refinement, test/test_jit.py::TestUnion::test_union_type_refinement_internal_declaration, test/test_jit.py::TestUnion::test_union_type_refinement_partial_static_refinement_tuple_rhs, test/test_jit.py::TestUnion::test_union_type_refinement_partial_static_refinement_union_rhs, test/test_jit.py::TestUnion::test_union_type_refinement_statically_false, test/test_jit.py::TestUnion::test_union_type_refinement_statically_true, test/test_jit.py::TestUnion::test_union_type_refinement_tuple_rhs, test/test_jit.py::TestUnion::test_union_type_refinement_tuple_rhs_noncontained_type, test/test_jit.py::TestUnion::test_union_type_refinement_tuple_rhs_union, test/test_jit.py::TestUnion::test_union_type_refinement_union_rhs, test/test_jit.py::TestUnion::test_union_variable_can_be_reassigned, test/test_jit.py::TestUnion::test_union_with_collections, test/test_jit.py::TestUnion::test_union_with_dict_assignment, test/test_jit.py::TestUnion::test_union_with_enum, test/test_jit.py::TestUnion::test_union_with_list_assignment, test/test_jit.py::TestUnion::test_union_with_scalar_values, test/test_jit.py::TestUnion::test_unions_of_a_single_argument_vanish, test/test_jit.py::TestUnion::test_unions_of_unions_are_flattened, test/test_jit.py::TestBatchMM::test_batch_mm_no_mutation, test/test_jit.py::TestBatchMM::test_batch_mm_permitted_mutation, test/test_jit.py::TestBatchMM::test_batch_mm_prohibited_mutation, test/test_jit.py::TestBatchMM::test_batch_mm_prohibited_mutation_if_node, test/test_jit.py::TestBatchMM::test_batch_mm_prohibited_mutation_multiple_adds, test/test_jit.py::TestBatchMM::test_batch_mm_side_permitted_mutation, test/test_jit.py::TestBatchMM::test_batch_mm_side_prohibited_mutation_common_side, test/test_jit.py::TestBatchMM::test_batch_mm_side_prohibited_mutation_uncommon_side, test/test_jit.py::TestDtypeAnalysis::test_binary_scalar, test/test_jit.py::TestDtypeAnalysis::test_binary_tensors, test/test_jit.py::TestDtypeAnalysis::test_combined, test/test_jit.py::TestDtypeAnalysis::test_conv_no_mixed_args, test/test_jit.py::TestDtypeAnalysis::test_custom_rules, test/test_jit.py::TestDtypeAnalysis::test_unary, test/test_jit.py::TestDeviceAnalysis::test_custom_device_op, test/test_jit.py::TestDeviceAnalysis::test_device_apply, test/test_jit.py::TestDeviceAnalysis::test_device_arg, test/test_jit.py::TestDeviceAnalysis::test_device_if_propagation, test/test_jit.py::TestDeviceAnalysis::test_if_loop_mix, test/test_jit.py::TestDeviceAnalysis::test_loop_device_change, test/test_jit.py::TestDeviceAnalysis::test_loop_simple, test/test_jit.py::TestDeviceAnalysis::test_mobilenet, test/test_jit.py::TestDeviceAnalysis::test_nested_loops, test/test_jit.py::TestDeviceAnalysis::test_set_dtype, test/test_jit.py::TestDeviceAnalysis::test_simple, test/test_jit.py::TestDeviceAnalysis::test_tensor_as_fns, test/test_jit.py::TestDeviceAnalysis::test_while_change, test/test_jit.py::TestDeviceAnalysis::test_zerodim_cpu, test/test_jit.py::TestDeviceAnalysis::test_zerodim_gpu, test/test_jit.py::TestDeviceAnalysis::test_zerodim_no_device, test/test_jit.py::TestDCE::test_mutated_loop, test/test_jit.py::TestDCE::test_mutated_simple, test/test_jit.py::TestDCE::test_setattr_no_aliasdb, test/test_jit.py::TestDCE::test_setattr_removed, test/test_jit.py::TestSparse::test_freeze_sparse_coo, test/test_jit.py::TestSparse::test_freeze_sparse_csr, test/test_jit.py::TestSparse::test_serialize_sparse_coo, test/test_jit.py::TestSparse::test_serialize_sparse_csr, test/test_jit.py::TestTensorMethods::test_getitem, test/test_jit.py::TestTensorMethods::test_getitem_invalid, 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test/test_jit.py::TestScript::test_tuple_unsortable_nested_diff_type, test/test_jit.py::TestScript::test_type_annotate, test/test_jit.py::TestScript::test_type_annotation_module, test/test_jit.py::TestScript::test_type_annotation_py3, test/test_jit.py::TestScript::test_type_annotations, test/test_jit.py::TestScript::test_type_annotations_repeated_list, test/test_jit.py::TestScript::test_type_annotations_varargs, test/test_jit.py::TestScript::test_type_call_in_script, test/test_jit.py::TestScript::test_type_cast, test/test_jit.py::TestScript::test_type_comments_in_body, test/test_jit.py::TestScript::test_type_inferred_from_empty_annotation, test/test_jit.py::TestScript::test_unbind, test/test_jit.py::TestScript::test_unfold_zero_dim, test/test_jit.py::TestScript::test_unicode_comments, test/test_jit.py::TestScript::test_uninitialized, test/test_jit.py::TestScript::test_union_to_number, test/test_jit.py::TestScript::test_unknown_builtin, test/test_jit.py::TestScript::test_unmatched_type_annotation, test/test_jit.py::TestScript::test_unspecialized_any_binding, test/test_jit.py::TestScript::test_unsqueeze_guard_elimination, test/test_jit.py::TestScript::test_unsupported_builtin_error, test/test_jit.py::TestScript::test_unused_decorator, test/test_jit.py::TestScript::test_unwrap_optional_builtin, test/test_jit.py::TestScript::test_var_aug_assign, test/test_jit.py::TestScript::test_vararg_zeros, test/test_jit.py::TestScript::test_view_listconstruct_shape_prop, test/test_jit.py::TestScript::test_view_shape_prop, test/test_jit.py::TestScript::test_view_write, test/test_jit.py::TestScript::test_weak_cuda, test/test_jit.py::TestScript::test_where, test/test_jit.py::TestScript::test_where_method, test/test_jit.py::TestScript::test_while, test/test_jit.py::TestScript::test_while_nest_if, test/test_jit.py::TestScript::test_while_nonexistent_cond_value, test/test_jit.py::TestScript::test_while_nonexistent_value, test/test_jit.py::TestScript::test_while_write_outer_then_read, test/test_jit.py::TestScript::test_wrong_attr_lookup, test/test_jit.py::TestScript::test_wrong_implicit_expand, test/test_jit.py::TestScript::test_wrong_method_call_inputs, test/test_jit.py::TestScript::test_wrong_module_attr_lookup, test/test_jit.py::TestScript::test_wrong_return_type, test/test_jit.py::TestScript::test_wrong_use_as_callable, test/test_jit.py::TestScript::test_wrong_use_as_tuple, test/test_jit.py::TestScript::test_zero_dimension_tensor_trace, test/test_jit.py::TestScript::test_zeros, test/test_jit.py::TestScript::test_zip_enumerate_modulelist, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_weights_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_weights_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_BCEWithLogitsLoss_legacy_enum, test/test_jit.py::TestJitGeneratedModule::test_nn_BCEWithLogitsLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_BCEWithLogitsLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_BCEWithLogitsLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_BCEWithLogitsLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_BCEWithLogitsLoss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_Bilinear, test/test_jit.py::TestJitGeneratedModule::test_nn_CELU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_circular_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_groups, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad1, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad1size1, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad2size1, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad_same, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad_same2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad_same_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad_valid, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_reflect_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_replicate_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_stride, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_zero_batch, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_zeros_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_circular_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_depthwise, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_depthwise_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_depthwise_padded, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_depthwise_strided, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_depthwise_with_multiplier, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_groups, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_groups_thnn, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_no_bias, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_pad_same, 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test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_no_bias, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_pad_same, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_pad_same_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_pad_valid, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_replicate_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_stride, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_stride_padding, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_zero_batch, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_zeros_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose1d, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose1d_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose1d_groups, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose1d_no_bias, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose2d, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose2d_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose2d_groups, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose2d_no_bias, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose3d, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose3d_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_CosineEmbeddingLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_CosineEmbeddingLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_CosineEmbeddingLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_CrossMapLRN2d, test/test_jit.py::TestJitGeneratedModule::test_nn_ELU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Embedding, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_discontiguous, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_max, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_max_padding_idx, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_mean_padding_idx, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_sparse, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_sum_padding_idx, test/test_jit.py::TestJitGeneratedModule::test_nn_Embedding_discontiguous, test/test_jit.py::TestJitGeneratedModule::test_nn_Embedding_sparse, test/test_jit.py::TestJitGeneratedModule::test_nn_Flatten, test/test_jit.py::TestJitGeneratedModule::test_nn_Flatten_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Fold, test/test_jit.py::TestJitGeneratedModule::test_nn_Fold_int_input, test/test_jit.py::TestJitGeneratedModule::test_nn_Fold_no_batch_dim_input, test/test_jit.py::TestJitGeneratedModule::test_nn_Fold_no_batch_dim_int_input, test/test_jit.py::TestJitGeneratedModule::test_nn_GELU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_GLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_GRUCell, test/test_jit.py::TestJitGeneratedModule::test_nn_Hardshrink_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Hardsigmoid_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Hardswish_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Hardtanh_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_HingeEmbeddingLoss_margin_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_HingeEmbeddingLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_HingeEmbeddingLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_HingeEmbeddingLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_HingeEmbeddingLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_HuberLoss_delta, test/test_jit.py::TestJitGeneratedModule::test_nn_HuberLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_HuberLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_HuberLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce_log_target, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce_scalar_log_target, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_with_log_target_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_with_target_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_reduce_complex, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_LSTMCell, test/test_jit.py::TestJitGeneratedModule::test_nn_LayerNorm_3d_no_affine_large_feature, test/test_jit.py::TestJitGeneratedModule::test_nn_LeakyReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Linear, test/test_jit.py::TestJitGeneratedModule::test_nn_Linear_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Linear_no_bias, test/test_jit.py::TestJitGeneratedModule::test_nn_LogSigmoid_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_MarginRankingLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MarginRankingLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MarginRankingLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_Mish_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_0d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_1d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_index_neg, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_weights_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_1d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_margin_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_p_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_weights_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiheadAttention, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights_ignore_index_neg, test/test_jit.py::TestJitGeneratedModule::test_nn_PReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_broadcast_lhs, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_broadcast_rhs, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_with_non_default_args, test/test_jit.py::TestJitGeneratedModule::test_nn_PixelShuffle, test/test_jit.py::TestJitGeneratedModule::test_nn_PixelUnshuffle, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_RNNCell, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_with_up_down, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_with_up_down_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_ReLU6_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_ReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d_complex, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SELU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SiLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Sigmoid_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_beta, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_zero_beta, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_Softplus_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Softshrink_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Softsign_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Tanh_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Tanhshrink_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Threshold_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Transformer, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerDecoderLayer_gelu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerDecoderLayer_relu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerEncoderLayer_gelu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerEncoderLayer_relu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_Transformer_multilayer_coder, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_Unflatten_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Unfold, test/test_jit.py::TestJitGeneratedModule::test_nn_Unfold_int_input, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_shared_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_skewed_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_skewed_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_tuple_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_shared_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_skewed_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_skewed_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_tuple_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_scale_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_scale_1d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_tuple_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_1d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d_launch_configs, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_3d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_3d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_scale_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_scale_3d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_tuple_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_tuple_3d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_dim0, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_dim3, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_lastdim, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_spatial, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_spatial_special, test/test_jit.py::TestJitGeneratedModule::test_nn_multimarginloss_1d_input_0d_target_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_dim0, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_dim3, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_lastdim, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_lastdim_dtype, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial_dtype, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial_special, test/test_jit.py::TestProducerVersion::test_version 2025-10-10T02:36:52.7859425Z 2025-10-10T02:36:52.7859593Z Running profiler/test_torch_tidy 1/1 ... [2025-10-10 02:36:52.713251] 2025-10-10T02:36:52.7860076Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:36:52.7860859Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_torch_tidy.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:36:52.713585] 2025-10-10T02:36:58.4408873Z 2025-10-10T02:36:58.4410164Z profiler/test_torch_tidy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_torch_tidy_1.1_c748613f5c096935_.log 2025-10-10T02:36:58.4424801Z Running 22 items in this shard: test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_id_uniqueness, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_ids_with_other_ops, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocations, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_extra_fields, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_impl_reuse, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_mkldnn_tensors, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_module_and_optimizer_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_nnmodule_params, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer_parameters_adam, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer_parameters_sgd, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_pointers_and_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_refcounts, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_scalar_ins, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_sparse_tensors, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensor_lists, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensor_properties, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_full, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_keep_alive, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_scalar_args, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_set 2025-10-10T02:36:58.4438212Z 2025-10-10T02:36:58.4438612Z Running nn/test_multihead_attention 1/1 ... [2025-10-10 02:36:58.440992] 2025-10-10T02:36:58.4439391Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:36:58.4441346Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_multihead_attention.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:36:58.441613] 2025-10-10T02:38:41.3760162Z 2025-10-10T02:38:41.3764610Z nn/test_multihead_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_multihead_attention_1.1_8cef9412f421b56c_.log 2025-10-10T02:38:41.3772553Z Running 20 items in this shard: test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attention_average_attn_weights_False, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attention_average_attn_weights_True, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_3d_attn_mask, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_fast_path_invalid_shape, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_invalid_shape, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_nested_tensor_outside_fast_path, test/nn/test_multihead_attention.py::TestMultiheadAttentionNN::test_multihead_attn_no_bias, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_fast_path_check_with_mask_does_not_break_in_compile_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_batch_first_cuda_float16, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_batch_first_cuda_float32, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_batch_first_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_cuda_float16, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_cuda_float32, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attention_dtype_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attn_fast_path_query_and_bias_have_different_dtypes_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attn_fast_path_small_test_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attn_in_proj_bias_none_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_attn_in_proj_weight_none_cuda_float64, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_self_attn_two_masks_fast_path_cuda, test/nn/test_multihead_attention.py::TestMultiheadAttentionNNDeviceTypeCUDA::test_multihead_self_attn_two_masks_fast_path_mock_cuda 2025-10-10T02:38:41.3780144Z 2025-10-10T02:38:41.3780305Z Running test_numba_integration 1/1 ... [2025-10-10 02:38:41.375423] 2025-10-10T02:38:41.3780645Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:38:41.3781463Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_numba_integration.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:38:41.376625] 2025-10-10T02:38:44.5482639Z 2025-10-10T02:38:44.5483926Z test_numba_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_numba_integration_1.1_c7872e4d9341cc23_.log 2025-10-10T02:38:44.5491377Z Running 8 items in this shard: test/test_numba_integration.py::TestNumbaIntegration::test_active_device, test/test_numba_integration.py::TestNumbaIntegration::test_array_adaptor, test/test_numba_integration.py::TestNumbaIntegration::test_conversion_errors, test/test_numba_integration.py::TestNumbaIntegration::test_cuda_array_interface, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface_active_device, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface_inferred_strides, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface_lifetime 2025-10-10T02:38:44.5496275Z 2025-10-10T02:38:44.5496818Z Running torch_np/numpy_tests/core/test_multiarray 1/1 ... [2025-10-10 02:38:44.548242] 2025-10-10T02:38:44.5497682Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:38:44.5498705Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_multiarray.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:38:44.548876] 2025-10-10T02:39:09.2180505Z 2025-10-10T02:39:09.2182808Z torch_np/numpy_tests/core/test_multiarray 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_multiarray_1.1_dbdbad3fc1a19591_.log 2025-10-10T02:39:09.2430083Z Running 864 items in this shard: test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_otherflags, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_readonly_flag_protocols_flag__warn_on_write_flag_value_True_writeable_False, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_readonly_flag_protocols_flag_writeable_flag_value_False_writeable_False, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_readonly_flag_protocols_flag_writeable_flag_value_True_writeable_True, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_string_align, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_void_align, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_warnonwrite, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_writeable, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_writeable_any_base, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_writeable_from_buffer, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_writeable_from_readonly, test/torch_np/numpy_tests/core/test_multiarray.py::TestFlag::test_writeable_pickle, test/torch_np/numpy_tests/core/test_multiarray.py::TestHash::test_int, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_attributes, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_attributes_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_dtypeattr, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_fill, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_fill_max_uint64, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_fill_readonly, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_fill_struct_array, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_set_stridesattr, test/torch_np/numpy_tests/core/test_multiarray.py::TestAttributes::test_stridesattr, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_0d_array_shape, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_as_keyword_array, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_as_keyword_asanyarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_as_keyword_asarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_as_keyword_ascontiguousarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_as_keyword_asfortranarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_cont, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_copy_false, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_copy_false_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_copy_true, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_copy_true_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_empty, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_array_object, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_bad_arguments_error_array, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_bad_arguments_error_asanyarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_bad_arguments_error_asarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_bad_arguments_error_ascontiguousarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayConstruction::test_bad_arguments_error_asfortranarray, test/torch_np/numpy_tests/core/test_multiarray.py::TestAssignment::test_assignment_broadcasting, test/torch_np/numpy_tests/core/test_multiarray.py::TestAssignment::test_assignment_errors, test/torch_np/numpy_tests/core/test_multiarray.py::TestAssignment::test_cast_to_string, test/torch_np/numpy_tests/core/test_multiarray.py::TestAssignment::test_longdouble_assignment, test/torch_np/numpy_tests/core/test_multiarray.py::TestAssignment::test_stringlike_empty_list, test/torch_np/numpy_tests/core/test_multiarray.py::TestAssignment::test_unicode_assignment, test/torch_np/numpy_tests/core/test_multiarray.py::TestDtypedescr::test_construction, 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test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order1_F_order2_C, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order1_F_order2_F, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_order_mismatch_arr1_order1_F_order2_K, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_scalars, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayCreationCopyArgument::test_striding_not_ok, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayAttributeDeletion::test_multiarray_flags_not_writable_attribute_deletion, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayAttributeDeletion::test_multiarray_flags_writable_attribute_deletion, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayAttributeDeletion::test_multiarray_not_writable_attributes_deletion, test/torch_np/numpy_tests/core/test_multiarray.py::TestArrayAttributeDeletion::test_multiarray_writable_attributes_deletion, test/torch_np/numpy_tests/core/test_multiarray.py::TestDelMisc::test_flat_element_deletion, test/torch_np/numpy_tests/core/test_multiarray.py::TestConversion::test_array_scalar_relational_operation, test/torch_np/numpy_tests/core/test_multiarray.py::TestConversion::test_to_bool_scalar, test/torch_np/numpy_tests/core/test_multiarray.py::TestConversion::test_to_int_scalar, test/torch_np/numpy_tests/core/test_multiarray.py::TestConversion::test_to_int_scalar_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_basic, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_dtype_mix, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_empty_result, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_error, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_exotic, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_exotic_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_foreign, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_kwargs, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_largedim, test/torch_np/numpy_tests/core/test_multiarray.py::TestWhere::test_ndim, test/torch_np/numpy_tests/core/test_multiarray.py::TestHashing::test_arrays_not_hashable, test/torch_np/numpy_tests/core/test_multiarray.py::TestHashing::test_collections_hashable, test/torch_np/numpy_tests/core/test_multiarray.py::TestFormat::test_0d, test/torch_np/numpy_tests/core/test_multiarray.py::TestFormat::test_1d_format, test/torch_np/numpy_tests/core/test_multiarray.py::TestFormat::test_1d_no_format, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_argmax_with_out, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_argmin_with_out, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_choose_mod_raise, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_dot_out, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_flatiter__array__, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_insert_noncontiguous, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_put_noncontiguous, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_putmask_noncontiguous, test/torch_np/numpy_tests/core/test_multiarray.py::TestWritebackIfCopy::test_take_mode_raise, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_arange_booleans, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_error_paths_and_promotion_which_0, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_error_paths_and_promotion_which_1, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_error_paths_and_promotion_which_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_explicit_dtype_dt0, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_explicit_dtype_dt1, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_explicit_dtype_dt2, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_infinite, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_nan_step, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_require_range, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_require_range_2, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_start_stop_kwarg, test/torch_np/numpy_tests/core/test_multiarray.py::TestArange::test_zero_step, test/torch_np/numpy_tests/core/test_multiarray.py::TestRichcompareScalar::test_richcompare_scalar_boolean_singleton_return, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_1023, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_128, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_151, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_16, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_191, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_2047, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_24, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_256, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_32, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_383, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_48, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_512, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_64, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_8, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_float_N_96, test/torch_np/numpy_tests/core/test_multiarray.py::TestSortFloatMisc::test_sort_int 2025-10-10T02:39:09.2662720Z 2025-10-10T02:39:09.2662865Z Running test_numa_binding 1/1 ... [2025-10-10 02:39:09.220077] 2025-10-10T02:39:09.2663164Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:39:09.2663929Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_numa_binding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:39:09.220421] 2025-10-10T02:39:16.2011418Z 2025-10-10T02:39:16.2012661Z test_numa_binding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_numa_binding_1.1_296a7a92ca8fbbed_.log 2025-10-10T02:39:16.2018690Z Running 19 items in this shard: test/test_numa_binding.py::NumaBindingTest::test_binds_to_node_0_if_node_stored_as_minus_one, test/test_numa_binding.py::NumaBindingTest::test_callable_entrypoint_basic, test/test_numa_binding.py::NumaBindingTest::test_core_complex_numa_binding_with_extra_l3, test/test_numa_binding.py::NumaBindingTest::test_core_complex_numa_binding_with_fewer_l3_than_gpu, test/test_numa_binding.py::NumaBindingTest::test_core_complex_prefers_caches_with_more_cpus, test/test_numa_binding.py::NumaBindingTest::test_core_complex_tiebreak_prefers_lower_cache_key, test/test_numa_binding.py::NumaBindingTest::test_default_numa_binding, test/test_numa_binding.py::NumaBindingTest::test_exclusive_numa_binding, test/test_numa_binding.py::NumaBindingTest::test_exclusive_raises_if_too_few_physical_cores, test/test_numa_binding.py::NumaBindingTest::test_explicit_numa_options_overrides_default, test/test_numa_binding.py::NumaBindingTest::test_fallback, test/test_numa_binding.py::NumaBindingTest::test_get_range_str_from_ints, test/test_numa_binding.py::NumaBindingTest::test_get_set_of_int_from_ranges_str, test/test_numa_binding.py::NumaBindingTest::test_no_numa_binding_if_numa_options_not_provided, test/test_numa_binding.py::NumaBindingTest::test_node_numa_binding, test/test_numa_binding.py::NumaBindingTest::test_nproc_must_equal_cuda_device_count_to_use_default_numa_options, test/test_numa_binding.py::NumaBindingTest::test_raises_if_binding_to_empty_set, test/test_numa_binding.py::NumaBindingTest::test_socket_numa_binding_with_multiple_numa_per_socket, test/test_numa_binding.py::NumaBindingTest::test_socket_numa_binding_with_single_numa_per_socket 2025-10-10T02:39:16.2024412Z 2025-10-10T02:39:16.2024602Z Running test_torchfuzz_repros 1/1 ... [2025-10-10 02:39:16.200775] 2025-10-10T02:39:16.2024981Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:39:16.2025931Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_torchfuzz_repros.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:39:16.201120] 2025-10-10T02:39:39.2662359Z 2025-10-10T02:39:39.2664071Z test_torchfuzz_repros 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_torchfuzz_repros_1.1_9d00477186369b23_.log 2025-10-10T02:39:39.2672855Z Running 15 items in this shard: test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_163674, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_163876, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_163877, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_163894, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_163971, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_164059, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_164086, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_164088, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_164157, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_164185, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_164186, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_164428, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_164428_already_exists, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_164484, test/test_torchfuzz_repros.py::TestFuzzerCompileIssues::test_fuzzer_issue_164486 2025-10-10T02:39:39.2677430Z 2025-10-10T02:39:39.2677616Z Running test_transformers 1/1 ... [2025-10-10 02:39:39.266155] 2025-10-10T02:39:39.2677987Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:39:39.2679283Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_transformers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:39:39.266757] 2025-10-10T02:42:14.8251338Z 2025-10-10T02:42:14.8252921Z functorch/test_ops 7/7 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_7.7_20ade25d80687bab_.log 2025-10-10T02:42:14.8955771Z Running 1436 items in this shard: test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_clamp_cuda_complex32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_conj_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_hsplit_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_split_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_split_list_args_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_mH_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_resolve_neg_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_squeeze_multiple_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_transpose_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unsqueeze_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_as_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_pca_lowrank_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpySortAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyTakeAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rmatmul___cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rsub___cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__unsafe_masked_index_put_accumulate_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_add_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addmv_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_angle_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_partial_views_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_asinh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atan2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cumulative_trapezoid_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diag_embed_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_scatter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diff_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_div_floor_rounding_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dstack_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fftshift_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfft_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ifftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfft_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_floor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fmin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_full_like_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_gt_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_select_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_4inputs_with_extra_args_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_binary_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cholesky_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cross_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_diagonal_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_factor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_solve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_rank_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_svdvals_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_vector_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log1p_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_xor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logspace_tensor_overload_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_cumsum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_matmul_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_pool2d_with_indices_backward_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_reduction_no_dim_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_5_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nansum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_dropout_backward_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_empty_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_empty_strided_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_groups_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_padding_no_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_cross_entropy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_ctc_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_grid_sample_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardshrink_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_bicubic_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_layer_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_logsigmoid_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_mse_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_mse_loss_functorch_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_normalize_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_circular_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pixel_unshuffle_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_rms_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_silu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softsign_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_triplet_margin_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_in_place_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pca_lowrank_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_prod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ravel_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_repeat_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_reshape_as_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resize_as__cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_prod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_searchsorted_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_select_scatter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_short_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_short_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_cosine_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_kaiser_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signbit_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sparse_mm_reduce_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_j1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_ndtri_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_t_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_with_sizes_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sum_to_size_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_take_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_transpose_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unfold_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_as_complex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_vstack_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_broadcast_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_broadcast_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp___rsub___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_MulGenVmapAutogradFunction_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_hash_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32 2025-10-10T02:42:14.9329597Z 2025-10-10T02:42:14.9329768Z Running functorch/test_logging 1/1 ... [2025-10-10 02:42:14.828283] 2025-10-10T02:42:14.9330121Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:42:14.9330952Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_logging.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:42:14.828852] 2025-10-10T02:42:18.1039742Z 2025-10-10T02:42:18.1040692Z functorch/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_logging_1.1_e33328f2b6f44028_.log 2025-10-10T02:42:18.1041579Z Running 1 items in this shard: test/functorch/test_logging.py::TestAOTLogging::test_logging 2025-10-10T02:42:18.1041903Z 2025-10-10T02:42:18.1042065Z Running functorch/test_minifier 1/1 ... [2025-10-10 02:42:18.103799] 2025-10-10T02:42:18.1043077Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:42:18.1043930Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_minifier.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:42:18.104152] 2025-10-10T02:42:21.5306928Z 2025-10-10T02:42:21.5308376Z functorch/test_minifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_minifier_1.1_e23714fc2b283e73_.log 2025-10-10T02:42:21.5311987Z Running 5 items in this shard: test/functorch/test_minifier.py::TestMinifier::test_has_add_mul, test/functorch/test_minifier.py::TestMinifier::test_has_mul_minifier, test/functorch/test_minifier.py::TestMinifier::test_input_returned, test/functorch/test_minifier.py::TestMinifier::test_module, test/functorch/test_minifier.py::TestMinifier::test_tup_use 2025-10-10T02:42:21.5314654Z 2025-10-10T02:42:21.5314976Z Running functorch/test_parsing 1/1 ... [2025-10-10 02:42:21.530121] 2025-10-10T02:42:21.5315433Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:42:21.5316403Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_parsing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:42:21.530475] 2025-10-10T02:42:24.7029774Z 2025-10-10T02:42:24.7031850Z functorch/test_parsing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_parsing_1.1_a995d997ca391958_.log 2025-10-10T02:42:24.7041102Z Running 12 items in this shard: test/functorch/test_parsing.py::TestAnonymousAxis::test_anonymous_axes, test/functorch/test_parsing.py::TestParsedExpression::test_elementary_axis_name, test/functorch/test_parsing.py::TestParsedExpression::test_invalid_expressions, test/functorch/test_parsing.py::TestParsedExpression::test_parse_expression, test/functorch/test_parsing.py::TestParsingUtils::test_ellipsis_invalid_identifier, test/functorch/test_parsing.py::TestParsingUtils::test_ellipsis_matching, test/functorch/test_parsing.py::TestParsingUtils::test_left_parenthesized_ellipsis, test/functorch/test_parsing.py::TestParsingUtils::test_parse_pattern_number_of_arrows, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_identifier_mismatch, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_non_unitary_anonymous_axes_raises_error, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_unexpected_axes_lengths, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_validate_axes_lengths_are_integers 2025-10-10T02:42:24.7049372Z 2025-10-10T02:42:24.7049767Z Running functorch/test_rearrange 1/1 ... [2025-10-10 02:42:24.702419] 2025-10-10T02:42:24.7050533Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:42:24.7052414Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_rearrange.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:42:24.702789] 2025-10-10T02:42:27.8233894Z 2025-10-10T02:42:27.8235539Z functorch/test_rearrange 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_rearrange_1.1_03720beea0efbd82_.log 2025-10-10T02:42:27.8242092Z Running 10 items in this shard: test/functorch/test_rearrange.py::TestRearrange::test_0_dim_tensor, test/functorch/test_rearrange.py::TestRearrange::test_collapsed_ellipsis_errors_out, test/functorch/test_rearrange.py::TestRearrange::test_concatenations_and_stacking, test/functorch/test_rearrange.py::TestRearrange::test_dimension_mismatch_no_ellipsis, test/functorch/test_rearrange.py::TestRearrange::test_dimension_mismatch_with_ellipsis, test/functorch/test_rearrange.py::TestRearrange::test_ellipsis_ops, test/functorch/test_rearrange.py::TestRearrange::test_rearrange_consistency, test/functorch/test_rearrange.py::TestRearrange::test_rearrange_permutations, test/functorch/test_rearrange.py::TestRearrange::test_squeeze, test/functorch/test_rearrange.py::TestRearrange::test_unsqueeze 2025-10-10T02:42:27.8247501Z 2025-10-10T02:42:27.8247981Z Running functorch/test_vmap_registrations 1/1 ... [2025-10-10 02:42:27.823098] 2025-10-10T02:42:27.8248807Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:42:27.8250793Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_vmap_registrations.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:42:27.823453] 2025-10-10T02:42:33.7520107Z 2025-10-10T02:42:33.7521644Z functorch/test_vmap_registrations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_vmap_registrations_1.1_6892835e23009b07_.log 2025-10-10T02:42:33.8559225Z Running 1723 items in this shard: test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[_test::cat], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[_test::get_first], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[_test::leaky_relu], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__and__.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__and__.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__iand__.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__iand__.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__ior__.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__ior__.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__ixor__.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__ixor__.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__or__.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__or__.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__xor__.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::__xor__.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_add_batch_dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_autocast_to_full_precision], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_autocast_to_reduced_precision], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_batch_norm_impl_index], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_batch_norm_impl_index_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Byte], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Char], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Double], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Float], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Half], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Long], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cast_Short], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_choose_qparams_per_tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_convolution.deprecated], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_convolution_double_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_convolution_mode], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_register_a_batching_rule_for_composite_implicit_autograd_[aten::_cufft_clear_plan_cache], 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test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_logit], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_logsumexp], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_multigammaln], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_ndtr], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_polygamma], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_psi], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_round], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_sinc], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_softmax], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_xlogy.other_scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_xlogy.self_scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::special_xlogy], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::split.sizes], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::square], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::square_], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::sspaddmm], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std.correction_names], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std.dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std.names_dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std_mean.correction_names], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std_mean.dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std_mean.names_dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::std_mean], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::stft.center], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::stft], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::stride.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::subtract.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::subtract.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::subtract_.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::subtract_.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::sum_to_size], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::svd.U], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::svd], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::swapaxes], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::swapaxes_], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::swapdims], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::swapdims_], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::sym_is_contiguous], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::sym_numel], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::sym_size.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::sym_storage_offset], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::sym_stride.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::take_along_dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::tensor_split.indices], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::tensor_split.sections], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::tensor_split.tensor_indices_or_sections], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::tensordot], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::thnn_conv2d], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::tile], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to.device], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to.dtype], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to.dtype_layout], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to.other], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to_dense], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to_dense_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::to_mkldnn_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::trace_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::trapezoid.dx], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::trapezoid.x], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::trapz.dx], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::trapz.x], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::triplet_margin_loss], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::true_divide.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::true_divide.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::true_divide_.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::true_divide_.Tensor], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::type_as], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::unflatten.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::unflatten_dense_tensors], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::unsafe_chunk], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_bicubic2d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_bilinear2d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_linear1d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_nearest1d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_nearest2d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_nearest3d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::upsample_trilinear3d.vec], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::value_selecting_reduction_backward], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::vander], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var.correction_names], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var.dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var.names_dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var_mean.correction_names], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var_mean.dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var_mean.names_dim], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::var_mean], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::view_as], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::vsplit.array], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::vsplit.int], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::vstack], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::where.ScalarOther], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::where.ScalarSelf], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::where.Scalar], test/functorch/test_vmap_registrations.py::TestFunctorchDispatcher::test_unimplemented_batched_registrations_[aten::where] 2025-10-10T02:42:33.9246893Z 2025-10-10T02:42:33.9247097Z Running higher_order_ops/test_invoke_quant 1/1 ... [2025-10-10 02:42:33.755761] 2025-10-10T02:42:33.9247444Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:42:33.9248243Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_invoke_quant.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:42:33.756118] 2025-10-10T02:42:47.1485846Z 2025-10-10T02:42:47.1487386Z higher_order_ops/test_invoke_quant 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_invoke_quant_1.1_9b3138aa7ee63836_.log 2025-10-10T02:42:47.1497174Z Running 14 items in this shard: test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantEager::test_construct_inline, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantEager::test_inline, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantEager::test_multiple, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantEager::test_simple, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantAotEager::test_construct_inline, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantAotEager::test_inline, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantAotEager::test_multiple, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantAotEager::test_simple, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantInductor::test_construct_inline, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantInductor::test_inline, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantInductor::test_multiple, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantInductor::test_pattern_matching, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantInductor::test_prologue, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantInductor::test_simple 2025-10-10T02:42:47.1506720Z 2025-10-10T02:42:47.1507152Z Running higher_order_ops/test_local_map 1/1 ... [2025-10-10 02:42:47.148485] 2025-10-10T02:42:47.1507951Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:42:47.1509872Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_local_map.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:42:47.148836] 2025-10-10T02:42:54.7298724Z 2025-10-10T02:42:54.7299619Z higher_order_ops/test_local_map 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_local_map_1.1_872c15cc8c0e707b_.log 2025-10-10T02:42:54.7301106Z Running 3 items in this shard: test/higher_order_ops/test_local_map.py::TestLocalMap::test_sac, test/higher_order_ops/test_local_map.py::TestLocalMap::test_sac_deferred, test/higher_order_ops/test_local_map.py::TestLocalMap::test_simple 2025-10-10T02:42:54.7301978Z 2025-10-10T02:42:54.7302240Z Running higher_order_ops/test_with_effects 1/1 ... [2025-10-10 02:42:54.729823] 2025-10-10T02:42:54.7302735Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:42:54.7306047Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_with_effects.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:42:54.730173] 2025-10-10T02:43:08.5757439Z 2025-10-10T02:43:08.5759574Z higher_order_ops/test_with_effects 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_with_effects_1.1_0d54ed6c96bfd752_.log 2025-10-10T02:43:08.5769984Z Running 18 items in this shard: test/higher_order_ops/test_with_effects.py::TestWithEffects::test_alias_op, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_compile_aot_eager, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_compile_aot_eager_requires_grad, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_compile_inductor, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_compile_inductor_external_op_return_none, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effectful_custom_op_with_subclasses, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effectful_op_in_backward, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effects_and_aliased_outputs, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effects_and_input_mutation_is_output, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effects_and_input_mutation_return, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effects_and_input_output_view_simple, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_print, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_print_with_buffer_mutations, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_print_with_input_mutations, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_register_effectful_custom_op, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_regular_effectful_op_in_forward_and_backward, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_regular_effectful_op_only_in_backward, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_torchbind_custom_op 2025-10-10T02:43:08.5783242Z 2025-10-10T02:43:08.5783598Z Running lazy/test_bindings 1/1 ... [2025-10-10 02:43:08.575619] 2025-10-10T02:43:08.5784310Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:08.5786159Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_bindings.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:08.576131] 2025-10-10T02:43:11.3474776Z 2025-10-10T02:43:11.3476188Z lazy/test_bindings 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_bindings_1.1_5a82f0ebc5278e60_.log 2025-10-10T02:43:11.3477724Z Running 1 items in this shard: test/lazy/test_bindings.py::test_metrics 2025-10-10T02:43:11.3478287Z 2025-10-10T02:43:11.3478626Z Running lazy/test_debug_util 1/1 ... [2025-10-10 02:43:11.346809] 2025-10-10T02:43:11.3479338Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:11.3481209Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_debug_util.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:11.347172] 2025-10-10T02:43:14.3200570Z 2025-10-10T02:43:14.3202086Z lazy/test_debug_util 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_debug_util_1.1_db9a7a8d1957fcb9_.log 2025-10-10T02:43:14.3204074Z Running 1 items in this shard: test/lazy/test_debug_util.py::DebugUtilTest::test_get_python_frames 2025-10-10T02:43:14.3204925Z 2025-10-10T02:43:14.3205464Z Running lazy/test_functionalization 1/1 ... [2025-10-10 02:43:14.319973] 2025-10-10T02:43:14.3206411Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:14.3210467Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_functionalization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:14.320584] 2025-10-10T02:43:17.2922209Z 2025-10-10T02:43:17.2923641Z lazy/test_functionalization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_functionalization_1.1_9c41910f8d664ac0_.log 2025-10-10T02:43:17.2925362Z Running 2 items in this shard: test/lazy/test_functionalization.py::LazyFuncionalizationTest::test_data_assign, test/lazy/test_functionalization.py::LazyFuncionalizationTest::test_lazy_init_with_view 2025-10-10T02:43:17.2926570Z 2025-10-10T02:43:17.2926743Z Running lazy/test_generator 1/1 ... [2025-10-10 02:43:17.292021] 2025-10-10T02:43:17.2927115Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:17.2931272Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_generator.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:17.292556] 2025-10-10T02:43:20.2643829Z 2025-10-10T02:43:20.2645335Z lazy/test_generator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_generator_1.1_725ef866a9ce6cfe_.log 2025-10-10T02:43:20.2647580Z Running 2 items in this shard: test/lazy/test_generator.py::LazyGeneratorTest::test_generator, test/lazy/test_generator.py::LazyGeneratorTest::test_generator_causes_multiple_compiles 2025-10-10T02:43:20.2648941Z 2025-10-10T02:43:20.2651170Z Running lazy/test_reuse_ir 1/1 ... [2025-10-10 02:43:20.264316] 2025-10-10T02:43:20.2651881Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:20.2653738Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:20.264673] 2025-10-10T02:43:23.5371504Z 2025-10-10T02:43:23.5372286Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_7ffcc3676756319f_.log 2025-10-10T02:43:23.5373718Z Running 4 items in this shard: test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAdd, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSub, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSubFallback, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testBatchNorm 2025-10-10T02:43:23.5374684Z 2025-10-10T02:43:23.5374892Z Running lazy/test_step_closures 1/1 ... [2025-10-10 02:43:23.537019] 2025-10-10T02:43:23.5375270Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:23.5378800Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_step_closures.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:23.537437] 2025-10-10T02:43:28.5133824Z 2025-10-10T02:43:28.5134762Z lazy/test_step_closures 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_step_closures_1.1_d71b09037a01a85d_.log 2025-10-10T02:43:28.5136380Z Running 4 items in this shard: test/lazy/test_step_closures.py::ClosuresTest::test_asynchronous, test/lazy/test_step_closures.py::ClosuresTest::test_asynchronous_exception, test/lazy/test_step_closures.py::ClosuresTest::test_synchronous, test/lazy/test_step_closures.py::ClosuresTest::test_synchronous_exception 2025-10-10T02:43:28.5137479Z 2025-10-10T02:43:28.5137670Z Running lazy/test_ts_opinfo 1/1 ... [2025-10-10 02:43:28.513301] 2025-10-10T02:43:28.5138035Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:28.5139003Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_ts_opinfo.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:28.513625] 2025-10-10T02:43:32.5882506Z 2025-10-10T02:43:32.5883870Z lazy/test_ts_opinfo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_ts_opinfo_1.1_157bba55abf61f14_.log 2025-10-10T02:43:32.5887743Z Running 5 items in this shard: test/lazy/test_ts_opinfo.py::TestLazyTensor::testConvolutionBackward, test/lazy/test_ts_opinfo.py::TestLazyTensor::test_tensor_ctr, test/lazy/test_ts_opinfo.py::TestLazyTensor::test_view_mark_step_preserved, test/lazy/test_ts_opinfo.py::TestLazyDynamicOps::test_adaptiveavgpool3d_dynamic, test/lazy/test_ts_opinfo.py::TestLazyDynamicOps::test_nonzero_dynamic 2025-10-10T02:43:32.5890124Z 2025-10-10T02:43:32.5890273Z Running nn/test_dropout 1/1 ... [2025-10-10 02:43:32.588108] 2025-10-10T02:43:32.5890584Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:32.5891498Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_dropout.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:32.588454] 2025-10-10T02:43:36.2126444Z 2025-10-10T02:43:36.2128114Z test_transformers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_1.1_424e432834394332_.log 2025-10-10T02:43:36.9430526Z Running 12248 items in this shard: test/test_transformers.py::TestTransformersCUDA::test_bias_is_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_decoder_only_layer_cuda, test/test_transformers.py::TestTransformersCUDA::test_decoder_padding_and_src_mask_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_disable_fastpath_cuda, test/test_transformers.py::TestTransformersCUDA::test_encoder_is_causal_cuda, test/test_transformers.py::TestTransformersCUDA::test_encoder_padding_and_src_mask_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_is_causal_gpu_cuda, test/test_transformers.py::TestTransformersCUDA::test_kpm_mask_trailing_column_with_nested_tensor_cuda, test/test_transformers.py::TestTransformersCUDA::test_mask_check_fastpath_cuda, test/test_transformers.py::TestTransformersCUDA::test_math_backend_high_precision_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_1_bias_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_1_bias_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_8_bias_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_8_bias_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_script_encoder_subclass_cuda, test/test_transformers.py::TestTransformersCUDA::test_script_mha_in_proj_weight_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_self_attn_TxT_attn_mask_cuda, test/test_transformers.py::TestTransformersCUDA::test_train_with_is_causal_cuda, test/test_transformers.py::TestTransformersCUDA::test_train_with_pad_and_catch_error_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformer_bias_is_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_3_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_4_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_1_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_4_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_8_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_model_cuda, test/test_transformers.py::TestTransformersCUDA::test_with_nested_tensor_input_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_dispatch_fails_no_backend_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_atteention_large_bf16_nan_values_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_attention_fail_with_non_square_causal_attention_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_bfloat16_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_float16_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_fail_fp32_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_error_cases_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_requires_grad_failure_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_attn_mask_present_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sdpa_kernel_grouped_query_attention_cuda_fused_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mask_invalid_last_dim_stride_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mask_invalid_last_dim_stride_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_fail_with_batch_size_geq_65536_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_fail_with_batch_size_geq_65536_error_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_large_seq_len_uniform_attention_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_efficient_fail_bfloat16_less_than_sm80_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_nested_fails_on_padding_head_dim_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_unaligned_tensors_cuda, test/test_transformers.py::TestSDPACUDA::test_scaled_dot_product_attention_fp16_overflow_cuda, test/test_transformers.py::TestSDPACUDA::test_scaled_dot_product_attention_math_with_negative_scale_kernel0_cuda, test/test_transformers.py::TestSDPACUDA::test_sdp_math_gradcheck_contiguous_inputs_False_cuda, test/test_transformers.py::TestSDPACUDA::test_sdp_math_gradcheck_contiguous_inputs_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_compiles_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_d256_heuristic_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_different_dk_dv_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_fail_d128_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_gqa_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_nonmodulo64seqlen_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_preserves_query_layout_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_seqlen1_dropout_heuristic_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_trivial_output_transpose_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_different_dk_dv_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel0_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel0_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel1_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel1_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_query_dense_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_dense_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_nested_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float32_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contig_mask_bug_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float32_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_backwards_determinism_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_2_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_3_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_4_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_cudnn_nested_type_nested_is_contiguous_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_cudnn_nested_type_nested_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_singelton_head_dim_stride_ne_1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_and_mask_fails_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape3_cuda 2025-10-10T02:43:37.6092089Z 2025-10-10T02:43:37.6092291Z Running nn/test_embedding 1/1 ... [2025-10-10 02:43:36.261355] 2025-10-10T02:43:37.6092642Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:37.6093468Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_embedding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:36.261855] 2025-10-10T02:43:37.6094185Z 2025-10-10T02:43:37.6094557Z nn/test_dropout 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_dropout_1.1_73032bd3ed5274b5_.log 2025-10-10T02:43:37.6096907Z Running 9 items in this shard: test/nn/test_dropout.py::TestDropoutNN::test_AlphaDropout, test/nn/test_dropout.py::TestDropoutNN::test_FeatureAlphaDropout, test/nn/test_dropout.py::TestDropoutNN::test_invalid_dropout_p, test/nn/test_dropout.py::TestDropoutNN::test_native_dropout_corner_case, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_Dropout1d_cuda_float64, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_Dropout2d_cuda, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_Dropout3d_cuda, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_Dropout_cuda, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_empty_dropout_cuda 2025-10-10T02:43:37.6098837Z 2025-10-10T02:43:37.6098969Z Running nn/test_init 1/1 ... [2025-10-10 02:43:36.961623] 2025-10-10T02:43:37.6099274Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:37.6100045Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_init.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:36.962210] 2025-10-10T02:43:43.8420122Z 2025-10-10T02:43:43.8421418Z nn/test_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_init_1.1_978bb2c7ab464015_.log 2025-10-10T02:43:43.8435405Z Running 30 items in this shard: test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu, test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu_only_accepts_numbers, test/nn/test_init.py::TestNNInit::test_calculate_gain_linear, test/nn/test_init.py::TestNNInit::test_calculate_gain_nonlinear, test/nn/test_init.py::TestNNInit::test_calculate_gain_only_accepts_valid_nonlinearities, test/nn/test_init.py::TestNNInit::test_constant, test/nn/test_init.py::TestNNInit::test_deprecation, test/nn/test_init.py::TestNNInit::test_dirac_identity, test/nn/test_init.py::TestNNInit::test_dirac_only_works_on_3_4_5d_inputs, test/nn/test_init.py::TestNNInit::test_dirac_properties, test/nn/test_init.py::TestNNInit::test_eye, test/nn/test_init.py::TestNNInit::test_eye_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_kaiming_normal, test/nn/test_init.py::TestNNInit::test_kaiming_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_normal_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_kaiming_uniform, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_normal, test/nn/test_init.py::TestNNInit::test_ones_and_zeros, test/nn/test_init.py::TestNNInit::test_orthogonal, test/nn/test_init.py::TestNNInit::test_sparse_default_std, test/nn/test_init.py::TestNNInit::test_sparse_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_trunc_normal, test/nn/test_init.py::TestNNInit::test_trunc_normal_generator, test/nn/test_init.py::TestNNInit::test_uniform, test/nn/test_init.py::TestNNInit::test_xavier_normal, test/nn/test_init.py::TestNNInit::test_xavier_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_xavier_uniform, test/nn/test_init.py::TestNNInit::test_xavier_uniform_errors_on_inputs_smaller_than_2d 2025-10-10T02:43:43.8449108Z 2025-10-10T02:43:43.8449466Z Running nn/test_lazy_modules 1/1 ... [2025-10-10 02:43:43.841814] 2025-10-10T02:43:43.8450198Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:43.8452057Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_lazy_modules.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:43.842410] 2025-10-10T02:43:48.5160445Z 2025-10-10T02:43:48.5161763Z nn/test_lazy_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_lazy_modules_1.1_587d8fbda5f811a4_.log 2025-10-10T02:43:48.5179274Z Running 59 items in this shard: test/nn/test_lazy_modules.py::TestLazyModules::test_chained_initialization, test/nn/test_lazy_modules.py::TestLazyModules::test_invalid_functions, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm_with_dict_input, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transposed1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_forward_hook, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_linear_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_linear_state_and_forward, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_jit_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_jit_param, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_parameter, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_pre_forward_hook, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_share_memory_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_share_memory_param, test/nn/test_lazy_modules.py::TestLazyModules::test_linear, test/nn/test_lazy_modules.py::TestLazyModules::test_linear_state, test/nn/test_lazy_modules.py::TestLazyModules::test_materialize_device, test/nn/test_lazy_modules.py::TestLazyModules::test_materialize_dtype, test/nn/test_lazy_modules.py::TestLazyModules::test_optimizer_pass, test/nn/test_lazy_modules.py::TestLazyModules::test_spectral_norm, test/nn/test_lazy_modules.py::TestLazyModules::test_weight_norm 2025-10-10T02:43:48.5199240Z 2025-10-10T02:43:48.5199435Z Running nn/test_load_state_dict 1/1 ... [2025-10-10 02:43:48.516085] 2025-10-10T02:43:48.5199825Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:48.5200798Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_load_state_dict.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:48.516588] 2025-10-10T02:43:50.5540092Z 2025-10-10T02:43:50.5541563Z nn/test_embedding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_embedding_1.1_e9696a87d78b7fbe_.log 2025-10-10T02:43:50.5594218Z Running 158 items in this shard: test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_bag_from_pretrained, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_bag_from_pretrained_padding_idx, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_bag_functional, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_bag_padding_idx_error, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_float32, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_float64, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_int16, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_int32, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_int64, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_int8, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_options, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_padding_idx, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_from_pretrained_uint8, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_functional, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_max_norm, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_max_norm_unsorted_repeating_indices, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_sparse_basic, test/nn/test_embedding.py::TestEmbeddingNN::test_embedding_sparse_empty_tensor, test/nn/test_embedding.py::TestEmbeddingNN::test_embeddingbag_from_pretrained, test/nn/test_embedding.py::TestEmbeddingNN::test_embeddingbag_from_pretrained_options, test/nn/test_embedding.py::TestEmbeddingNN::test_embeddingbag_include_last_offset, test/nn/test_embedding.py::TestEmbeddingNN::test_large_tensors, test/nn/test_embedding.py::TestEmbeddingNN::test_move_sparse_half_embedding, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int32_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int32_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int32_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int32_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int32_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int32_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int64_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int64_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int64_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int64_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int64_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_empty_per_sample_weights_and_offsets_cuda_int64_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int32_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int32_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int32_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int32_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int32_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int32_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int64_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int64_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int64_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int64_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int64_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_new_offsets_cuda_int64_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_no_offsets_cuda_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_no_offsets_cuda_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_no_offsets_cuda_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_no_offsets_cuda_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_no_offsets_cuda_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_no_offsets_cuda_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int32_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int32_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int32_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int32_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int32_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int32_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int64_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int64_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int64_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int64_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int64_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_and_offsets_cuda_int64_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_failures_cuda_int32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_failures_cuda_int32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_failures_cuda_int64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_EmbeddingBag_per_sample_weights_failures_cuda_int64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_backward_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_backward_cuda_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_1D_padding_idx_cuda_bfloat16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_1D_padding_idx_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_2D_padding_idx_cuda_bfloat16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_2D_padding_idx_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_bfloat16_cuda_int32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_bfloat16_cuda_int32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_bfloat16_cuda_int64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_bfloat16_cuda_int64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int32_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int32_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int32_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int32_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int32_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int32_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int64_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int64_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int64_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int64_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int64_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_device_cuda_int64_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_dimension_errors_cuda, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_empty_input_cuda_int32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_empty_input_cuda_int32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_empty_input_cuda_int64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_empty_input_cuda_int64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_half_cuda_int32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_half_cuda_int32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_half_cuda_int64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_half_cuda_int64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int32_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int32_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int32_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int32_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int32_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int32_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int64_int32_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int64_int32_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int64_int32_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int64_int64_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int64_int64_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_non_contiguous_weight_cuda_int64_int64_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_max_cuda_float32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_max_cuda_float32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_max_cuda_float64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_max_cuda_float64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_mean_cuda_float32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_mean_cuda_float32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_mean_cuda_float64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_mean_cuda_float64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_sum_cuda_float32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_sum_cuda_float32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_sum_cuda_float64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx0_mode_sum_cuda_float64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_max_cuda_float32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_max_cuda_float32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_max_cuda_float64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_max_cuda_float64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_mean_cuda_float32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_mean_cuda_float32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_mean_cuda_float64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_mean_cuda_float64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_sum_cuda_float32_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_sum_cuda_float32_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_sum_cuda_float64_int32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_out_of_bounds_idx_padding_idx_0_mode_sum_cuda_float64_int64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_per_sample_weights_grad_bag_use_grad_False_per_sample_weights_use_grad_False_cuda, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_per_sample_weights_grad_bag_use_grad_False_per_sample_weights_use_grad_True_cuda, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_per_sample_weights_grad_bag_use_grad_True_per_sample_weights_use_grad_False_cuda, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_bag_per_sample_weights_grad_bag_use_grad_True_per_sample_weights_use_grad_True_cuda, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_dense_grad_cuda, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_backward_cuda_bfloat16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_backward_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_backward_cuda_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_backward_cuda_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_device_cuda_bfloat16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_device_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_device_cuda_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_device_cuda_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_fwd_AD_cuda_bfloat16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_fwd_AD_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_fwd_AD_cuda_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_max_norm_fwd_AD_cuda_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_padding_idx_cuda_bfloat16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_padding_idx_cuda_float16, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_padding_idx_cuda_float32, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_padding_idx_cuda_float64, test/nn/test_embedding.py::TestEmbeddingNNDeviceTypeCUDA::test_embedding_scalar_weight_error_cuda 2025-10-10T02:43:50.5644500Z 2025-10-10T02:43:50.5644669Z Running nn/test_module_hooks 1/1 ... [2025-10-10 02:43:50.554061] 2025-10-10T02:43:50.5644981Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:50.5645755Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_module_hooks.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:50.554394] 2025-10-10T02:43:53.2405477Z 2025-10-10T02:43:53.2406347Z nn/test_load_state_dict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_load_state_dict_1.1_1374fb0d6ed103b0_.log 2025-10-10T02:43:53.2415957Z Running 27 items in this shard: test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_BC_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_BC_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_False_keep_vars_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_False_keep_vars_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_True_keep_vars_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_True_keep_vars_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_shape_stride_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_shape_stride_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_with_optimizer_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_with_optimizer_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_child_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_child_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_custom_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_custom_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_invalid_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_invalid_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_ref_cycle_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_type_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_type_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_warn_assign_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_warn_assign_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_with_unexpected_key_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_with_unexpected_key_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDictSwap::test_swap_subclass_swap_True_assign_False, test/nn/test_load_state_dict.py::TestLoadStateDictSwap::test_swap_subclass_swap_True_assign_True 2025-10-10T02:43:53.2424607Z 2025-10-10T02:43:53.2424813Z Running nn/test_packed_sequence 1/1 ... [2025-10-10 02:43:53.240272] 2025-10-10T02:43:53.2425212Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:53.2426171Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_packed_sequence.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:53.240579] 2025-10-10T02:43:54.0757889Z 2025-10-10T02:43:54.0759268Z nn/test_module_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_module_hooks_1.1_43db7e4c4f2b18ce_.log 2025-10-10T02:43:54.0789701Z Running 53 items in this shard: test/nn/test_module_hooks.py::TestModuleHooks::test_always_called_forward_hooks, test/nn/test_module_hooks.py::TestModuleHooks::test_bw_hook_warning_for_non_tensor_or_tuple, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_pre_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_pre_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_pre_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_pre_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_kwarg_hooks, test/nn/test_module_hooks.py::TestModuleHooks::test_mixed_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_mixed_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_remove_kwarg_hooks, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_module_pre_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_module_pre_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_backward_compatibility_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_backward_compatibility_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_pre_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_pre_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_no_extra_ref_to_module, test/nn/test_module_hooks.py::TestStateDictHooks::test_pickled_hook, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_post_hook_private_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_post_hook_private_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook_backward_compat, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook_lazy_module, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_global_and_local_hooks_order, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_backward_global_hook_writeable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_forward_forward_hook_removable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_forward_preforward_hook_removable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_forward_preforward_hook_writeable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hook_invalid_outputs, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hooks, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hooks_with_kwargs, test/nn/test_module_hooks.py::TestModuleHookNN::test_backward_hooks_interaction, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_backward_size, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_backward_writeable, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_buffer_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_cpp, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_extra_input, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_forward_preforward_writable, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_inplace, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_invalid_outputs, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_last_arg_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_no_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_non_full_warning, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_parameter_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_submodule_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hooks 2025-10-10T02:43:54.0820269Z 2025-10-10T02:43:54.0820624Z Running nn/test_pruning 1/1 ... [2025-10-10 02:43:54.075660] 2025-10-10T02:43:54.0821342Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:54.0823181Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_pruning.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:54.076219] 2025-10-10T02:43:57.3968882Z 2025-10-10T02:43:57.3969895Z nn/test_pruning 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_pruning_1.1_78a1c06e9bea65d4_.log 2025-10-10T02:43:57.3977786Z Running 34 items in this shard: test/nn/test_pruning.py::TestPruningNN::test_compute_nparams_to_prune, test/nn/test_pruning.py::TestPruningNN::test_custom_from_mask_pruning, test/nn/test_pruning.py::TestPruningNN::test_global_pruning, test/nn/test_pruning.py::TestPruningNN::test_global_pruning_importance_scores, test/nn/test_pruning.py::TestPruningNN::test_identity_pruning, test/nn/test_pruning.py::TestPruningNN::test_l1_unstructured_pruning, test/nn/test_pruning.py::TestPruningNN::test_l1_unstructured_pruning_with_importance_scores, test/nn/test_pruning.py::TestPruningNN::test_ln_structured_pruning, test/nn/test_pruning.py::TestPruningNN::test_ln_structured_pruning_importance_scores, test/nn/test_pruning.py::TestPruningNN::test_multiple_pruning_calls, test/nn/test_pruning.py::TestPruningNN::test_prune, test/nn/test_pruning.py::TestPruningNN::test_prune_importance_scores, test/nn/test_pruning.py::TestPruningNN::test_prune_importance_scores_mimic_default, test/nn/test_pruning.py::TestPruningNN::test_pruning_container, test/nn/test_pruning.py::TestPruningNN::test_pruning_container_compute_mask, test/nn/test_pruning.py::TestPruningNN::test_pruning_id_consistency, test/nn/test_pruning.py::TestPruningNN::test_pruning_rollback, test/nn/test_pruning.py::TestPruningNN::test_pruning_serialization_model, test/nn/test_pruning.py::TestPruningNN::test_pruning_serialization_state_dict, test/nn/test_pruning.py::TestPruningNN::test_random_pruning, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_0perc, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_forward, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_new_weight, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_orig, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_pickle, test/nn/test_pruning.py::TestPruningNN::test_random_pruning_sizes, test/nn/test_pruning.py::TestPruningNN::test_random_structured_pruning_amount, test/nn/test_pruning.py::TestPruningNN::test_remove_pruning, test/nn/test_pruning.py::TestPruningNN::test_remove_pruning_exception, test/nn/test_pruning.py::TestPruningNN::test_remove_pruning_forward, test/nn/test_pruning.py::TestPruningNN::test_rnn_pruning, test/nn/test_pruning.py::TestPruningNN::test_unstructured_pruning_same_magnitude, test/nn/test_pruning.py::TestPruningNN::test_validate_pruning_amount, test/nn/test_pruning.py::TestPruningNN::test_validate_pruning_amount_init 2025-10-10T02:43:57.3985075Z 2025-10-10T02:43:57.3985375Z Running optim/test_swa_utils 1/1 ... [2025-10-10 02:43:57.396786] 2025-10-10T02:43:57.3986204Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:57.3987376Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'optim/test_swa_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:57.397066] 2025-10-10T02:43:58.3136152Z 2025-10-10T02:43:58.3137708Z nn/test_packed_sequence 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_packed_sequence_1.1_cb767b9850ef7b30_.log 2025-10-10T02:43:58.3144245Z Running 12 items in this shard: test/nn/test_packed_sequence.py::PackedSequenceTest::test_pack_padded_sequence, test/nn/test_packed_sequence.py::PackedSequenceTest::test_pack_sequence, test/nn/test_packed_sequence.py::PackedSequenceTest::test_pad_sequence, test/nn/test_packed_sequence.py::PackedSequenceTest::test_pad_sequence_with_non_iterable_sequences, test/nn/test_packed_sequence.py::PackedSequenceTest::test_pad_sequence_with_tensor_sequences, test/nn/test_packed_sequence.py::PackedSequenceTest::test_to, test/nn/test_packed_sequence.py::PackedSequenceTest::test_to_memory_format, test/nn/test_packed_sequence.py::PackedSequenceTest::test_total_length, test/nn/test_packed_sequence.py::PackedSequenceTest::test_type_casts, test/nn/test_packed_sequence.py::PackedSequenceTest::test_unpack_sequence, test/nn/test_packed_sequence.py::PackedSequenceTest::test_unpad_sequence, test/nn/test_packed_sequence.py::PackedSequenceTest::test_wrong_order 2025-10-10T02:43:58.3147438Z 2025-10-10T02:43:58.3147649Z Running profiler/test_cpp_thread 1/1 ... [2025-10-10 02:43:58.313549] 2025-10-10T02:43:58.3148058Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:58.3149029Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_cpp_thread.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:58.313890] 2025-10-10T02:43:59.9933759Z 2025-10-10T02:43:59.9934894Z optim/test_swa_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_swa_utils_1.1_e82e547b09eb6b8d_.log 2025-10-10T02:43:59.9935900Z 2025-10-10T02:43:59.9936264Z Running profiler/test_profiler_tree 1/1 ... [2025-10-10 02:43:59.993193] 2025-10-10T02:43:59.9937064Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:43:59.9946365Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_profiler_tree.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:43:59.993786] 2025-10-10T02:44:02.2368308Z 2025-10-10T02:44:02.2370027Z profiler/test_cpp_thread 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_cpp_thread_1.1_c78a71c8a49009fb_.log 2025-10-10T02:44:02.2375701Z Running 6 items in this shard: test/profiler/test_cpp_thread.py::CppThreadTestCUDA::test_profile_memory_cuda, test/profiler/test_cpp_thread.py::CppThreadTestCUDA::test_with_enable_profiler_in_child_thread_cuda, test/profiler/test_cpp_thread.py::CppThreadTestCUDA::test_without_enable_profiler_in_child_thread_cuda, test/profiler/test_cpp_thread.py::CppThreadTestXPU::test_profile_memory_xpu, test/profiler/test_cpp_thread.py::CppThreadTestXPU::test_with_enable_profiler_in_child_thread_xpu, test/profiler/test_cpp_thread.py::CppThreadTestXPU::test_without_enable_profiler_in_child_thread_xpu 2025-10-10T02:44:02.2379642Z 2025-10-10T02:44:02.2380092Z Running profiler/test_python_tracer 1/1 ... [2025-10-10 02:44:02.237018] 2025-10-10T02:44:02.2380883Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:44:02.2382837Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_python_tracer.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:44:02.237649] 2025-10-10T02:44:03.2165920Z 2025-10-10T02:44:03.2166743Z profiler/test_profiler_tree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_tree_1.1_f77049f161c60569_.log 2025-10-10T02:44:03.2170862Z Running 10 items in this shard: test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda_detailed, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda_with_stream, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_memory, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_memory_and_stack, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_record_function, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_modules, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_torch_dispatch, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_torch_function 2025-10-10T02:44:03.2174358Z 2025-10-10T02:44:03.2174495Z Running test_accelerator 1/1 ... [2025-10-10 02:44:03.215795] 2025-10-10T02:44:03.2174807Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:44:03.2175581Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_accelerator.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:44:03.216068] 2025-10-10T02:44:06.7888969Z 2025-10-10T02:44:06.7889717Z test_accelerator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_accelerator_1.1_435b8ac94e0fd5d2_.log 2025-10-10T02:44:06.7893408Z Running 11 items in this shard: test/test_accelerator.py::TestAccelerator::test_current_accelerator, test/test_accelerator.py::TestAccelerator::test_current_stream_query, test/test_accelerator.py::TestAccelerator::test_device_context_manager, test/test_accelerator.py::TestAccelerator::test_generic_event_behavior, test/test_accelerator.py::TestAccelerator::test_generic_multi_device_behavior, test/test_accelerator.py::TestAccelerator::test_generic_stream_behavior, test/test_accelerator.py::TestAccelerator::test_memory_stats, test/test_accelerator.py::TestAccelerator::test_multi_device_context_manager, test/test_accelerator.py::TestAccelerator::test_multi_device_stream_context_manager, test/test_accelerator.py::TestAccelerator::test_pin_memory_on_non_blocking_copy, test/test_accelerator.py::TestAccelerator::test_stream_context_manager 2025-10-10T02:44:06.7898357Z 2025-10-10T02:44:06.7898744Z Running test_ao_sparsity 1/1 ... [2025-10-10 02:44:06.788884] 2025-10-10T02:44:06.7899472Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:44:06.7900291Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-10-10T02:44:06.7901115Z Uploading artifacts took 0.00 seconds 2025-10-10T02:44:06.7902975Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ao_sparsity.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:44:06.789205] 2025-10-10T02:44:08.5662321Z 2025-10-10T02:44:08.5663619Z profiler/test_python_tracer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_python_tracer_1.1_d9731e5fd8d6df46_.log 2025-10-10T02:44:08.5667212Z Running 3 items in this shard: test/profiler/test_python_tracer.py::TestPythonTracer::test_method_with_c_function, test/profiler/test_python_tracer.py::TestPythonTracer::test_monitoring_callback, test/profiler/test_python_tracer.py::TestPythonTracer::test_unexpected_c_return_events 2025-10-10T02:44:08.5669462Z 2025-10-10T02:44:08.5669916Z Running test_appending_byte_serializer 1/1 ... [2025-10-10 02:44:08.566152] 2025-10-10T02:44:08.5670705Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:44:08.5672945Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_appending_byte_serializer.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:44:08.566776] 2025-10-10T02:44:11.7902197Z 2025-10-10T02:44:11.7903059Z test_appending_byte_serializer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_appending_byte_serializer_1.1_ad905beca89ae1a0_.log 2025-10-10T02:44:11.7904547Z Running 3 items in this shard: test/test_appending_byte_serializer.py::TestAppendingByteSerializer::test_checksum, test/test_appending_byte_serializer.py::TestAppendingByteSerializer::test_write_and_read_class, test/test_appending_byte_serializer.py::TestAppendingByteSerializer::test_write_and_read_int 2025-10-10T02:44:11.7905544Z 2025-10-10T02:44:11.7905693Z Running test_autoload 1/1 ... [2025-10-10 02:44:11.790174] 2025-10-10T02:44:11.7905998Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:44:11.7908236Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_autoload.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:44:11.790657] 2025-10-10T02:44:15.0171958Z 2025-10-10T02:44:15.0172507Z test_autoload 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autoload_1.1_87334e2001d2fb9a_.log 2025-10-10T02:44:15.0173215Z Running 1 items in this shard: test/test_autoload.py::TestDeviceBackendAutoload::test_autoload 2025-10-10T02:44:15.0173531Z 2025-10-10T02:44:15.0174675Z Running test_binary_ufuncs 1/1 ... [2025-10-10 02:44:15.017313] 2025-10-10T02:44:15.0174993Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:44:15.0180067Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_binary_ufuncs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:44:15.017816] 2025-10-10T02:45:07.5310368Z 2025-10-10T02:45:07.5311512Z test_ao_sparsity 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ao_sparsity_1.1_8bd69bff8f12ff2c_.log 2025-10-10T02:45:07.5334988Z Running 88 items in this shard: test/test_ao_sparsity.py::TestQuantizedSparseKernels::test_sparse_qlinear, test/test_ao_sparsity.py::TestQuantizedSparseLayers::test_sparse_qlinear, test/test_ao_sparsity.py::TestQuantizedSparseLayers::test_sparse_qlinear_serdes, test/test_ao_sparsity.py::TestFakeSparsity::test_jit_trace, test/test_ao_sparsity.py::TestFakeSparsity::test_masking_logic, test/test_ao_sparsity.py::TestFakeSparsity::test_state_dict_preserved, test/test_ao_sparsity.py::TestFakeSparsity::test_weights_parametrized, test/test_ao_sparsity.py::TestCubicScheduler::test_constructor, test/test_ao_sparsity.py::TestCubicScheduler::test_step, test/test_ao_sparsity.py::TestScheduler::test_constructor, test/test_ao_sparsity.py::TestScheduler::test_lambda_scheduler, test/test_ao_sparsity.py::TestScheduler::test_order_of_steps, test/test_ao_sparsity.py::TestScheduler::test_step, test/test_ao_sparsity.py::TestBaseSparsifier::test_constructor, test/test_ao_sparsity.py::TestBaseSparsifier::test_convert, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params1, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params2, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params3, test/test_ao_sparsity.py::TestBaseSparsifier::test_prepare_config, test/test_ao_sparsity.py::TestBaseSparsifier::test_state_dict, test/test_ao_sparsity.py::TestBaseSparsifier::test_step, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_constructor, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_prepare, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_sparsity_levels, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_step, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_constructor, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_prepare, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_sparsity_levels, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_step, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_step_2_of_4, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_complex_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_constructor, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prepare_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prepare_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_activation_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_bias_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_padding_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_pool_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_activation_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_bias_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_layernorm_linear_multiple_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_layernorm_linear_single_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_linear_multiple_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_linear_single_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_step_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_step_linear, test/test_ao_sparsity.py::TestFPGMPruner::test_compute_distance, test/test_ao_sparsity.py::TestFPGMPruner::test_update_mask, test/test_ao_sparsity.py::TestSaliencyPruner::test_lstm_saliency_pruner_update_mask, test/test_ao_sparsity.py::TestSaliencyPruner::test_saliency_pruner_update_mask, test/test_ao_sparsity.py::TestComposability::test_convert_without_squash_mask, test/test_ao_sparsity.py::TestComposability::test_fusion_before_s_prep, test/test_ao_sparsity.py::TestComposability::test_q_prep_before_s_prep, test/test_ao_sparsity.py::TestComposability::test_qat_prep_before_s_prep, test/test_ao_sparsity.py::TestComposability::test_s_prep_before_fusion, test/test_ao_sparsity.py::TestComposability::test_s_prep_before_q_prep, test/test_ao_sparsity.py::TestComposability::test_s_prep_before_qat_prep, test/test_ao_sparsity.py::TestFxComposability::test_q_prep_fx_before_s_prep, test/test_ao_sparsity.py::TestFxComposability::test_q_prep_fx_s_prep_ref_conv, test/test_ao_sparsity.py::TestFxComposability::test_s_prep_before_q_prep_fx, test/test_ao_sparsity.py::TestFxComposability::test_s_prep_before_qat_prep_fx, test/test_ao_sparsity.py::TestFxComposability::test_s_prep_q_prep_fx_ref, test/test_ao_sparsity.py::TestActivationSparsifier::test_activation_sparsifier, test/test_ao_sparsity.py::TestBaseDataScheduler::test_constructor, test/test_ao_sparsity.py::TestBaseDataScheduler::test_order_of_steps, test/test_ao_sparsity.py::TestBaseDataScheduler::test_state_dict, test/test_ao_sparsity.py::TestBaseDataScheduler::test_step, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_nn_embeddings, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_nn_parameters, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_tensors, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_nn_embeddings, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_nn_parameters, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_tensors, test/test_ao_sparsity.py::TestQuantizationUtils::test_ptq_quantize_first, test/test_ao_sparsity.py::TestQuantizationUtils::test_ptq_sparsify_first, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module_for_tensors, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_get_arg_info_from_tensor_fqn, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_get_arg_info_from_tensor_fqn_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn_root 2025-10-10T02:45:07.5357143Z 2025-10-10T02:45:07.5357309Z Running test_license 1/1 ... [2025-10-10 02:45:07.530778] 2025-10-10T02:45:07.5357657Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:45:07.5358596Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_license.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:45:07.531121] 2025-10-10T02:45:10.5534706Z 2025-10-10T02:45:10.5536045Z test_license 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_license_1.1_20db6cbc98c2d1be_.log 2025-10-10T02:45:10.5537670Z Running 2 items in this shard: test/test_license.py::TestLicense::test_distinfo_license, test/test_license.py::TestLicense::test_license_for_wheel 2025-10-10T02:45:10.5538520Z 2025-10-10T02:45:10.5538791Z Running test_logging 1/1 ... [2025-10-10 02:45:10.553326] 2025-10-10T02:45:10.5539358Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:45:10.5544319Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_logging.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:45:10.553910] 2025-10-10T02:45:15.3794284Z 2025-10-10T02:45:15.3796238Z test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_logging_1.1_c1c0b795e9547fb8_.log 2025-10-10T02:45:15.3797983Z Running 1 items in this shard: test/test_logging.py::LoggingTest::testApiUsage 2025-10-10T02:45:15.3798590Z 2025-10-10T02:45:15.3799194Z Running test_masked 1/1 ... [2025-10-10 02:45:15.379523] 2025-10-10T02:45:15.3799901Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:45:15.3809055Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_masked.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:45:15.380090] 2025-10-10T02:45:40.8999874Z 2025-10-10T02:45:40.9000513Z test_masked 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_masked_1.1_d370a2644e8dede7_.log 2025-10-10T02:45:40.9060247Z Running 194 items in this shard: test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_where_coo_fill_value_0_cuda, test/test_masked.py::TestMaskedCUDA::test_where_coo_fill_value_123_cuda, test/test_masked.py::TestMaskedCUDA::test_where_csr_fill_value_0_cuda, test/test_masked.py::TestMaskedCUDA::test_where_csr_fill_value_123_cuda, test/test_masked.py::TestMaskedCUDA::test_where_hybrid_coo_fill_value_0_cuda, test/test_masked.py::TestMaskedCUDA::test_where_hybrid_coo_fill_value_123_cuda 2025-10-10T02:45:40.9125153Z 2025-10-10T02:45:40.9125323Z Running test_mkl_verbose 1/1 ... [2025-10-10 02:45:40.900029] 2025-10-10T02:45:40.9125694Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:45:40.9126631Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkl_verbose.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:45:40.900383] 2025-10-10T02:45:46.8282010Z 2025-10-10T02:45:46.8283263Z test_mkl_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkl_verbose_1.1_dc4eb324b3ba7fb0_.log 2025-10-10T02:45:46.8285241Z Running 2 items in this shard: test/test_mkl_verbose.py::TestMKLVerbose::test_verbose_off, test/test_mkl_verbose.py::TestMKLVerbose::test_verbose_on 2025-10-10T02:45:46.8286264Z 2025-10-10T02:45:46.8286624Z Running test_mkldnn_fusion 1/1 ... [2025-10-10 02:45:46.828095] 2025-10-10T02:45:46.8287321Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:45:46.8289147Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_fusion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:45:46.828464] 2025-10-10T02:48:49.4189188Z 2025-10-10T02:48:49.4190356Z test_binary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_binary_ufuncs_1.1_0e32e2a0d4cb5283_.log 2025-10-10T02:48:49.8131981Z Running 12857 items in this shard: test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___add___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___and___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___and___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___and___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___and___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___and___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___and___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___and___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___and___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___eq___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___eq___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___eq___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___eq___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___eq___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___eq___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___eq___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___eq___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___floordiv___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___floordiv___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___floordiv___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___floordiv___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___floordiv___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___floordiv___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___floordiv___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___floordiv___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ge___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ge___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ge___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ge___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ge___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ge___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ge___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ge___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___gt___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___gt___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___gt___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___gt___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___gt___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___gt___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___gt___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___gt___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iadd___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iadd___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iadd___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iadd___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iadd___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iadd___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iadd___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iadd___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iand___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iand___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iand___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iand___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iand___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iand___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iand___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___iand___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ifloordiv___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ifloordiv___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ifloordiv___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ifloordiv___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ifloordiv___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ifloordiv___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ifloordiv___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ifloordiv___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ilshift___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ilshift___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ilshift___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ilshift___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ilshift___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ilshift___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ilshift___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ilshift___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imod___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imod___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imod___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imod___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imod___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imod___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imod___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imod___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imul___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imul___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imul___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imul___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imul___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imul___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imul___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___imul___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ior___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ior___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ior___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ior___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ior___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ior___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ior___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ior___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ipow___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ipow___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ipow___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ipow___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ipow___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ipow___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ipow___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___ipow___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___irshift___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___irshift___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___irshift___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___irshift___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___irshift___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___irshift___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___irshift___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___irshift___not_implemented_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___isub___not_implemented_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___isub___not_implemented_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___isub___not_implemented_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___isub___not_implemented_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___isub___not_implemented_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___isub___not_implemented_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___isub___not_implemented_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test___isub___not_implemented_cuda_uint8, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_no_rounding_mode_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_no_rounding_mode_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_no_rounding_mode_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_no_rounding_mode_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_no_rounding_mode_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_no_rounding_mode_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_no_rounding_mode_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_no_rounding_mode_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_no_rounding_mode_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_trunc_rounding_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_trunc_rounding_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_trunc_rounding_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_trunc_rounding_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_trunc_rounding_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_trunc_rounding_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_trunc_rounding_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_trunc_rounding_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_div_trunc_rounding_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_eq_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_eq_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_eq_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_eq_cuda_complex32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_eq_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_eq_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_eq_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_eq_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_eq_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_eq_cuda_int32, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_fmod_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_fmod_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_fmod_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_fmod_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_gcd_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_gcd_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_gcd_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_gcd_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_gcd_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_ge_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_ge_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_ge_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_ge_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_ge_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_ge_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_ge_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_ge_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_ge_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_ge_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_gt_cuda_bfloat16, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_hypot_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_hypot_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_hypot_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_igamma_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_igamma_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_igammac_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_igammac_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_isclose_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_isclose_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_isclose_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_isclose_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_isclose_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_isclose_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_isclose_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_isclose_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_isclose_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_isclose_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_isclose_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_isclose_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_cuda_int64, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_return_by_ref_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_return_by_ref_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_return_by_ref_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_return_by_ref_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_return_by_ref_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_jiterator_binary_return_by_ref_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_lcm_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_lcm_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_lcm_cuda_int64, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_le_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_le_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_le_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_le_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logaddexp_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logaddexp_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logaddexp_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logaddexp_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logical_and_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_logical_and_cuda_bool, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_rsub_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_rsub_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_rsub_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_rsub_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_rsub_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_rsub_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_rsub_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_rsub_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_rsub_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_rsub_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_t_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_t_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_t_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_t_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_t_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_t_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_t_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_t_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_u_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_u_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_u_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_u_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_u_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_u_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_u_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_u_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_v_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_v_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_v_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_v_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_v_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_v_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_v_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_v_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_w_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_w_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_w_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_w_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_w_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_w_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_w_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_chebyshev_polynomial_w_cuda_uint8, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_hermite_polynomial_he_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_hermite_polynomial_he_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_hermite_polynomial_he_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_hermite_polynomial_he_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_hermite_polynomial_he_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_hermite_polynomial_he_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_hermite_polynomial_he_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_hermite_polynomial_he_cuda_uint8, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_t_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_u_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_u_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_u_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_u_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_u_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_u_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_u_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_v_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_v_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_v_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_v_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_v_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_v_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_v_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_w_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_w_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_w_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_w_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_w_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_shifted_chebyshev_polynomial_w_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_xlog1py_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_xlog1py_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_xlog1py_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_xlog1py_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_xlog1py_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_xlog1py_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_xlog1py_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_xlog1py_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_xlog1py_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_xlog1py_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_zeta_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_zeta_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_zeta_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_zeta_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_zeta_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_zeta_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_zeta_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_special_zeta_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_sub_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_sub_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_sub_cuda_complex32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_sub_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_sub_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_sub_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_sub_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_sub_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_sub_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_sub_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_sub_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_sub_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_true_divide_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_true_divide_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_true_divide_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_true_divide_cuda_complex32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_true_divide_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_true_divide_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_true_divide_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_true_divide_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_true_divide_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_true_divide_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_true_divide_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_every_other_true_divide_cuda_int8, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_no_rounding_mode_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_no_rounding_mode_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_no_rounding_mode_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_no_rounding_mode_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_no_rounding_mode_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_no_rounding_mode_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_no_rounding_mode_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_trunc_rounding_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_trunc_rounding_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_trunc_rounding_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_trunc_rounding_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_trunc_rounding_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_trunc_rounding_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_trunc_rounding_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_trunc_rounding_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_div_trunc_rounding_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_eq_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_eq_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_eq_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_eq_cuda_complex32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_eq_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_eq_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_eq_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_eq_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_eq_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_eq_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_eq_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_eq_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_eq_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_float_power_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_float_power_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_float_power_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_float_power_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_float_power_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_float_power_cuda_float32, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_fmax_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_fmax_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_fmax_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_fmax_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_fmax_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_fmax_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_fmax_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_fmin_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_fmin_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_fmin_cuda_float16, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_gcd_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_ge_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_gt_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_gt_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_gt_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_gt_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_gt_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_gt_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_gt_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_gt_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_gt_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_gt_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_heaviside_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_heaviside_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_heaviside_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_heaviside_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_heaviside_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_heaviside_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_heaviside_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_heaviside_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_heaviside_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_heaviside_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_hypot_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_hypot_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_hypot_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_hypot_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_igamma_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_igamma_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_igammac_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_igammac_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_isclose_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_isclose_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_isclose_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_isclose_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_isclose_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_isclose_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_isclose_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_isclose_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_isclose_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_isclose_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_isclose_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_isclose_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lcm_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lcm_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lcm_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lcm_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_lcm_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_le_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_le_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_le_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_le_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_le_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_le_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_le_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_le_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_le_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_le_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logaddexp_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logaddexp_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logaddexp_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logaddexp_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_and_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_and_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_and_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_and_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_and_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_and_cuda_float32, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_add_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_add_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_atan2_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_atan2_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_atan2_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_atan2_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_atan2_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_atan2_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_atan2_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_atan2_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_atan2_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_atan2_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_and_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_and_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_and_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_and_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_and_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_and_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_left_shift_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_left_shift_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_left_shift_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_left_shift_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_left_shift_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_or_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_or_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_or_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_or_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_or_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_or_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_right_shift_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_right_shift_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_right_shift_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_right_shift_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_right_shift_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_xor_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_xor_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_xor_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_xor_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_xor_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_bitwise_xor_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_max_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_max_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_max_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_max_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_max_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_max_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_max_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_max_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_max_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_max_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_clamp_min_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_complex_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_complex_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_complex_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_copysign_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_floor_rounding_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_complex32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_no_rounding_mode_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_div_trunc_rounding_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_complex32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_eq_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_float_power_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_floor_divide_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmax_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmin_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_fmod_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gcd_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gcd_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gcd_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gcd_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gcd_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ge_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_gt_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_heaviside_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_hypot_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_hypot_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_hypot_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_hypot_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_igamma_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_igamma_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_igammac_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_igammac_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_isclose_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_jiterator_binary_return_by_ref_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lcm_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lcm_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lcm_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lcm_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lcm_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_ldexp_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_le_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logaddexp_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logaddexp_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logaddexp_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logaddexp_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_and_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_or_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_complex128, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_complex64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_logical_xor_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_lt_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_max_binary_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_maximum_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_min_binary_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_float16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_minimum_cuda_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_bfloat16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_contig_vs_transposed_mul_cuda_complex128, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_not_broadcastable_min_binary_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_not_broadcastable_minimum_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_not_broadcastable_mul_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_not_broadcastable_ne_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_not_broadcastable_nextafter_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_not_broadcastable_polar_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_not_broadcastable_pow_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_not_broadcastable_remainder_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_not_broadcastable_rsub_cuda_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_not_broadcastable_special_chebyshev_polynomial_t_cuda_float32, 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test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float32_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float32_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float32_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float32_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float32_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_float64_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int16_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int32_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int64_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_int8_uint8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_bool, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_float32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_float64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_int16, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_int32, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_int64, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_int8, test/test_binary_ufuncs.py::TestBinaryUfuncsCUDA::test_zeta_cuda_uint8_uint8 2025-10-10T02:48:50.1709245Z 2025-10-10T02:48:50.1709447Z Running test_ops_gradients 3/3 ... [2025-10-10 02:48:49.459709] 2025-10-10T02:48:50.1709790Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:48:50.1710627Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_gradients.py', '-m', 'not serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:48:49.460157] 2025-10-10T02:49:39.0597572Z 2025-10-10T02:49:39.0609362Z test_mkldnn_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_fusion_1.1_dda18fcab8275433_.log 2025-10-10T02:49:39.0614698Z Running 8 items in this shard: test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_binary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_transpose_unary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_unary_fusion_nnc, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_conv_unary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_linear_binary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_linear_unary_fusion_ops, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_single_conv, test/test_mkldnn_fusion.py::TestMkldnnFusion::test_unsupported_conv 2025-10-10T02:49:39.0619581Z 2025-10-10T02:49:39.0619953Z Running test_stateless 1/1 ... [2025-10-10 02:49:39.059501] 2025-10-10T02:49:39.0620545Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:49:39.0621536Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_stateless.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:49:39.059856] 2025-10-10T02:49:46.6896785Z 2025-10-10T02:49:46.6898018Z test_stateless 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_stateless_1.1_d0a812dcf2e8f432_.log 2025-10-10T02:49:46.6925017Z Running 50 items in this shard: test/test_stateless.py::TestStatelessFunctionalAPI::test_circular_references_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_circular_references_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_batch_norm_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_batch_norm_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_member_reference_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_member_reference_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_multiple_dicts_error, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_tuple_dicts, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_error_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_error_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_data_parallel_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_gradient_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_gradient_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_jit_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_jit_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_kwargs_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_functional_call_with_kwargs_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_in_place_operator_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_in_place_operator_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_module_fail_reset_to_original_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_module_fail_reset_to_original_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_some_weights_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_some_weights_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_special_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_special_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_strict_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_strict_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_some_weights_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_some_weights_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_strict_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_strict_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrize_tie_weights_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrized_module_change_parametrization_original_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_reparametrized_module_change_parametrization_original_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_strict_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_strict_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_setattr_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_errors_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_errors_torch_func, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_no_error_without_flag, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_warns_stateless, test/test_stateless.py::TestStatelessFunctionalAPI::test_tied_weights_warns_torch_func, test/test_stateless.py::TestStatelessDeprecation::test_private_stateless_warns, test/test_stateless.py::TestStatelessDeprecation::test_stateless_functional_call_warns, test/test_stateless.py::TestPythonOptimizeMode::test_runs_with_optimize_flag 2025-10-10T02:49:46.6956809Z 2025-10-10T02:49:46.6957116Z Running test_subclass 1/1 ... [2025-10-10 02:49:46.689410] 2025-10-10T02:49:46.6957790Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:49:46.6959595Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_subclass.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:49:46.690075] 2025-10-10T02:49:50.1615872Z 2025-10-10T02:49:50.1616952Z test_subclass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_subclass_1.1_cfe261fd4710393d_.log 2025-10-10T02:49:50.1677260Z Running 100 items in this shard: test/test_subclass.py::TestSubclass::test_deepcopy_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_strides_as_param_True, test/test_subclass.py::TestSubclass::test_lazy_module_base_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_diag_tensor_below, test/test_subclass.py::TestSubclass::test_lazy_module_logging_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_non_wrapper_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_sparse_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_wrapper_with_custom_sizes, test/test_subclass.py::TestSubclass::test_lazy_module_wrapper_with_custom_strides, test/test_subclass.py::TestSubclass::test_module_optimization_base_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_diag_tensor_below, test/test_subclass.py::TestSubclass::test_module_optimization_logging_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_non_wrapper_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_sparse_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_wrapper_with_custom_sizes, test/test_subclass.py::TestSubclass::test_module_optimization_wrapper_with_custom_strides, test/test_subclass.py::TestSubclass::test_non_rewrapping_torch_dispatch_subclass_as_parameter_throws_for_detach, test/test_subclass.py::TestSubclass::test_param_invariants_base_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_base_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_diag_tensor_below_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_diag_tensor_below_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_logging_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_logging_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_non_wrapper_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_non_wrapper_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_sparse_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_sparse_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_sizes_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_sizes_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_strides_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_strides_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_parametrization_base_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_base_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_diag_tensor_below_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_diag_tensor_below_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_logging_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_logging_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_non_wrapper_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_non_wrapper_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_sparse_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_sparse_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_sizes_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_sizes_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_strides_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_strides_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_repr_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_repr_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_repr_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_strides_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_strides_as_param_True, test/test_subclass.py::TestSubclass::test_tensor_subclass_storage_data_accesses_throw, test/test_subclass.py::TestSubclass::test_type_propagation_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_strides_as_param_True 2025-10-10T02:49:50.1735188Z 2025-10-10T02:49:50.1735528Z Running test_sympy_utils 1/1 ... [2025-10-10 02:49:50.161478] 2025-10-10T02:49:50.1736231Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:49:50.1738227Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sympy_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:49:50.161818] 2025-10-10T02:50:11.8692325Z 2025-10-10T02:50:11.8702839Z test_sympy_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sympy_utils_1.1_3435d5fc7a682bdf_.log 2025-10-10T02:50:11.8771219Z Running 209 items in this shard: test/test_sympy_utils.py::TestNumbers::test_float_cast, test/test_sympy_utils.py::TestNumbers::test_int_infinity, test/test_sympy_utils.py::TestNumbers::test_lt_self, test/test_sympy_utils.py::TestNumbers::test_mixed_oo_int_oo, test/test_sympy_utils.py::TestNumbers::test_relation, test/test_sympy_utils.py::TestValueRanges::test_binary_bool_ref_range_fn_and_, test/test_sympy_utils.py::TestValueRanges::test_binary_bool_ref_range_fn_bitwise_and, test/test_sympy_utils.py::TestValueRanges::test_binary_bool_ref_range_fn_bitwise_or, test/test_sympy_utils.py::TestValueRanges::test_binary_bool_ref_range_fn_or_, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_add_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_add_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_bitwise_and_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_bitwise_and_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_bitwise_or_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_bitwise_or_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_floordiv_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_floordiv_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_maximum_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_maximum_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_minimum_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_minimum_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_mod_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_mod_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_mul_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_mul_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_pow_by_natural_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_pow_by_natural_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_pow_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_pow_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_sub_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_sub_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_truediv_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_truediv_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_add, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_bitwise_and, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_bitwise_or, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_eq, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_floordiv, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_ge, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_gt, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_le, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_lt, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_maximum, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_minimum, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_mod, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_mul, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_ne, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_pow, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_pow_by_natural, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_sub, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_truediv, test/test_sympy_utils.py::TestValueRanges::test_bitwise_ref_range_fn_bitwise_and, test/test_sympy_utils.py::TestValueRanges::test_bitwise_ref_range_fn_bitwise_or, test/test_sympy_utils.py::TestValueRanges::test_mul_zero_unknown, test/test_sympy_utils.py::TestValueRanges::test_pow_half, test/test_sympy_utils.py::TestValueRanges::test_unary_bool_ref_range_fn_not_, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_abs_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_abs_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_ceil_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_ceil_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_exp_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_exp_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_floor_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_floor_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_log_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_log_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_neg_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_neg_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_reciprocal_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_reciprocal_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_sqrt_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_sqrt_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_square_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_square_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_abs, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_ceil, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_exp, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_floor, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_log, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_neg, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_reciprocal, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_sqrt, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_square, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_abs, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_add, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_and_, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_bitwise_and, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_bitwise_or, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_ceil, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_eq, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_exp, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_floor, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_floordiv, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_ge, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_gt, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_le, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_log, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_lt, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_maximum, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_minimum, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_mod, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_mul, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_ne, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_neg, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_not_, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_or_, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_pow, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_pow_by_natural, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_reciprocal, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_sqrt, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_square, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_sub, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_truediv, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_abs, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_add, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_and_, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_bitwise_and, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_bitwise_or, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_ceil, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_eq, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_exp, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_floor, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_floordiv, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_ge, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_gt, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_le, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_log, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_lt, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_maximum, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_minimum, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_mod, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_mul, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_ne, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_neg, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_not_, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_or_, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_pow, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_pow_by_natural, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_reciprocal, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_sqrt, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_square, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_sub, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_truediv, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_abs, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_add, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_and_, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_bitwise_and, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_bitwise_or, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_ceil, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_eq, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_exp, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_floor, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_floordiv, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_ge, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_gt, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_le, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_log, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_lt, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_maximum, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_minimum, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_mod, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_mul, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_ne, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_neg, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_not_, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_or_, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_pow, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_pow_by_natural, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_reciprocal, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_sqrt, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_square, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_sub, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_truediv, test/test_sympy_utils.py::TestSympySolve::test_addition, test/test_sympy_utils.py::TestSympySolve::test_floordiv_Equality, test/test_sympy_utils.py::TestSympySolve::test_floordiv_GreaterThan, test/test_sympy_utils.py::TestSympySolve::test_floordiv_LessThan, test/test_sympy_utils.py::TestSympySolve::test_floordiv_StrictGreaterThan, test/test_sympy_utils.py::TestSympySolve::test_floordiv_StrictLessThan, test/test_sympy_utils.py::TestSympySolve::test_floordiv_Unequality, test/test_sympy_utils.py::TestSympySolve::test_floordiv_eq_simplify, test/test_sympy_utils.py::TestSympySolve::test_give_up, test/test_sympy_utils.py::TestSympySolve::test_multiplication_division_Equality, test/test_sympy_utils.py::TestSympySolve::test_multiplication_division_Unequality, test/test_sympy_utils.py::TestSympySolve::test_multiplication_division_inequality_GreaterThan, test/test_sympy_utils.py::TestSympySolve::test_multiplication_division_inequality_LessThan, test/test_sympy_utils.py::TestSympySolve::test_multiplication_division_inequality_StrictGreaterThan, test/test_sympy_utils.py::TestSympySolve::test_multiplication_division_inequality_StrictLessThan, test/test_sympy_utils.py::TestSympySolve::test_noop_Equality, test/test_sympy_utils.py::TestSympySolve::test_noop_GreaterThan, test/test_sympy_utils.py::TestSympySolve::test_noop_LessThan, test/test_sympy_utils.py::TestSympySolve::test_noop_StrictGreaterThan, test/test_sympy_utils.py::TestSympySolve::test_noop_StrictLessThan, test/test_sympy_utils.py::TestSympySolve::test_noop_Unequality, test/test_sympy_utils.py::TestSympySolve::test_noop_rhs_Equality, test/test_sympy_utils.py::TestSympySolve::test_noop_rhs_GreaterThan, test/test_sympy_utils.py::TestSympySolve::test_noop_rhs_LessThan, test/test_sympy_utils.py::TestSympySolve::test_noop_rhs_StrictGreaterThan, test/test_sympy_utils.py::TestSympySolve::test_noop_rhs_StrictLessThan, test/test_sympy_utils.py::TestSympySolve::test_noop_rhs_Unequality, test/test_sympy_utils.py::TestSympySolve::test_simple_floordiv_gcd, test/test_sympy_utils.py::TestSympySolve::test_z3_proof_floordiv_eq_simplify, test/test_sympy_utils.py::TestSympyFunctions::test_pickle, test/test_sympy_utils.py::TestSingletonInt::test_basic, test/test_sympy_utils.py::TestIdentity::test_cast_identity_float, test/test_sympy_utils.py::TestIdentity::test_cast_identity_illegal, test/test_sympy_utils.py::TestIdentity::test_cast_identity_int, test/test_sympy_utils.py::TestIdentity::test_expand_identity, test/test_sympy_utils.py::TestTypedExpr::test_typed_expr 2025-10-10T02:50:11.8844982Z 2025-10-10T02:50:11.8845332Z Running test_tensorboard 1/1 ... [2025-10-10 02:50:11.869353] 2025-10-10T02:50:11.8846268Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:50:11.8848128Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensorboard.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:50:11.869685] 2025-10-10T02:50:15.8923326Z 2025-10-10T02:50:15.8931562Z test_tensorboard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorboard_1.1_06a5ea32359df41f_.log 2025-10-10T02:50:15.8942840Z Running 50 items in this shard: test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_autograd_np, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_histogram, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_histogram_raw, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_np, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_write, test/test_tensorboard.py::TestTensorBoardUtils::test_convert_to_HWC_dtype_remains_same, test/test_tensorboard.py::TestTensorBoardUtils::test_numpy_vid_uint8, test/test_tensorboard.py::TestTensorBoardUtils::test_prepare_video, test/test_tensorboard.py::TestTensorBoardUtils::test_to_HWC, test/test_tensorboard.py::TestTensorBoardWriter::test_writer, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_pathlib, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_summary_writer_close, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_summary_writer_ctx, test/test_tensorboard.py::TestTensorBoardEmbedding::test_embedding, test/test_tensorboard.py::TestTensorBoardEmbedding::test_embedding_64, test/test_tensorboard.py::TestTensorBoardSummary::test_audio, test/test_tensorboard.py::TestTensorBoardSummary::test_custom_scalars, test/test_tensorboard.py::TestTensorBoardSummary::test_empty_input, test/test_tensorboard.py::TestTensorBoardSummary::test_float32_image, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_auto, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_doane, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_fd, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_3_channel_batched, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_boxes, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_one_channel, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_one_channel_batched, test/test_tensorboard.py::TestTensorBoardSummary::test_image_without_channel, test/test_tensorboard.py::TestTensorBoardSummary::test_list_input, test/test_tensorboard.py::TestTensorBoardSummary::test_mesh, test/test_tensorboard.py::TestTensorBoardSummary::test_scalar_new_style, test/test_tensorboard.py::TestTensorBoardSummary::test_text, test/test_tensorboard.py::TestTensorBoardSummary::test_uint8_image, test/test_tensorboard.py::TestTensorBoardSummary::test_video, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_mlp_graph, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_nested_nn_squential, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_pytorch_graph, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_pytorch_graph_dict_input, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_torchvision_smoke, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_wrong_input_size, test/test_tensorboard.py::TestTensorBoardFigure::test_figure, test/test_tensorboard.py::TestTensorBoardFigure::test_figure_list, test/test_tensorboard.py::TestTensorBoardNumpy::test_pytorch_np_expect_fail, test/test_tensorboard.py::TestTensorBoardNumpy::test_scalar, test/test_tensorboard.py::TestTensorProtoSummary::test_complex_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_empty_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_float_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_half_tensor_proto_bfloat16_proto_type_14, test/test_tensorboard.py::TestTensorProtoSummary::test_half_tensor_proto_float16_proto_type_19, test/test_tensorboard.py::TestTensorProtoSummary::test_int_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_scalar_tensor_proto 2025-10-10T02:50:15.8953837Z 2025-10-10T02:50:15.8954001Z Running test_tensorexpr_pybind 1/1 ... [2025-10-10 02:50:15.892395] 2025-10-10T02:50:15.8954333Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:50:15.8955218Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensorexpr_pybind.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:50:15.893022] 2025-10-10T02:50:19.0658049Z 2025-10-10T02:50:19.0659487Z test_tensorexpr_pybind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorexpr_pybind_1.1_0806690a14d3ce58_.log 2025-10-10T02:50:19.0678034Z Running 17 items in this shard: test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_alloc_in_loop, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_call_raw, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_dtype_error, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_dynamic_shape, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_dynamic_shape_2d, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_external_calls, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_shape_prop, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_shape_prop_module, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_custom_lowering, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_expand, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_permute, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_scalar_inputs, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_t, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_tensor_inputs, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_transpose, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_simple_sum, test/test_tensorexpr_pybind.py::TestExprHandlePyBind::test_unary_ops 2025-10-10T02:50:19.0683008Z 2025-10-10T02:50:19.0683177Z Running test_type_info 1/1 ... [2025-10-10 02:50:19.065574] 2025-10-10T02:50:19.0683540Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:50:19.0684460Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_info.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:50:19.066059] 2025-10-10T02:50:22.1882832Z 2025-10-10T02:50:22.1883630Z test_type_info 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_info_1.1_04cd06794b4c99d0_.log 2025-10-10T02:50:22.1885183Z Running 5 items in this shard: test/test_type_info.py::TestDTypeInfo::test_finfo, test/test_type_info.py::TestDTypeInfo::test_iinfo, test/test_type_info.py::TestDTypeInfo::test_invalid_input, test/test_type_info.py::TestDTypeInfo::test_to_complex, test/test_type_info.py::TestDTypeInfo::test_to_real 2025-10-10T02:50:22.1886227Z 2025-10-10T02:50:22.1890413Z Running test_type_promotion 1/1 ... [2025-10-10 02:50:22.188126] 2025-10-10T02:50:22.1891237Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:50:22.1893119Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_promotion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:50:22.188625] 2025-10-10T02:50:32.2742916Z 2025-10-10T02:50:32.2744343Z test_type_promotion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_promotion_1.1_cf305f3614e5d7ea_.log 2025-10-10T02:50:32.3020239Z Running 423 items in this shard: test/test_type_promotion.py::TestTypePromotionCUDA::test_add_wrapped_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_alpha_mismatch_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_alternate_result_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_bfloat16_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_booleans_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_can_cast_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_cat_different_dtypes_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_cat_out_different_dtypes_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_comparison_ops_with_type_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_assertraises_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_half_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_scalar_mult_tensor_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_computation_ignores_out_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_create_bool_tensors_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_float_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_from_issue_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_half_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_indexing_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_indexing_fail_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_inplace_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_int_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_int_to_float_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_lt_with_type_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_many_promotions_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_mixed_type_backward_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_non_promoting_ops_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_float16, 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test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_tensor_vs_scalar_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_add_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_mul_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_sub_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_ternary_out_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_transpose_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unsigned_cuda 2025-10-10T02:50:32.3258560Z 2025-10-10T02:50:32.3258789Z Running test_typing 1/1 ... [2025-10-10 02:50:32.275186] 2025-10-10T02:50:32.3259296Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:50:32.3260646Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_typing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:50:32.275685] 2025-10-10T02:51:40.9295526Z 2025-10-10T02:51:40.9296826Z test_typing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_typing_1.1_c9f551b3d96f8950_.log 2025-10-10T02:51:40.9303663Z Running 18 items in this shard: test/test_typing.py::TestTyping::test_fail_arithmetic_ops.py, test/test_typing.py::TestTyping::test_fail_creation_ops.py, test/test_typing.py::TestTyping::test_fail_random.py, test/test_typing.py::TestTyping::test_fail_torch_size.py, test/test_typing.py::TestTyping::test_reveal_module_list.py, test/test_typing.py::TestTyping::test_reveal_namedtuple.py, test/test_typing.py::TestTyping::test_reveal_opt_size.py, test/test_typing.py::TestTyping::test_reveal_size.py, test/test_typing.py::TestTyping::test_reveal_tensor_constructors.py, test/test_typing.py::TestTyping::test_reveal_tensor_copy.py, test/test_typing.py::TestTyping::test_reveal_tensor_sampling.py, test/test_typing.py::TestTyping::test_reveal_torch_optim.py, test/test_typing.py::TestTyping::test_success_arithmetic_ops.py, test/test_typing.py::TestTyping::test_success_creation_ops.py, test/test_typing.py::TestTyping::test_success_cuda_steam.py, test/test_typing.py::TestTyping::test_success_distributions.py, test/test_typing.py::TestTyping::test_success_math_ops.py, test/test_typing.py::TestTyping::test_success_torch_size.py 2025-10-10T02:51:40.9307656Z 2025-10-10T02:51:40.9307850Z Running test_utils_config_module 1/1 ... [2025-10-10 02:51:40.929202] 2025-10-10T02:51:40.9308243Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:51:40.9309201Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_utils_config_module.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:51:40.929824] 2025-10-10T02:51:43.9526664Z 2025-10-10T02:51:43.9528451Z test_utils_config_module 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_config_module_1.1_d87b9b523d28d612_.log 2025-10-10T02:51:43.9535142Z Running 22 items in this shard: test/test_utils_config_module.py::TestConfigModule::test_alias, test/test_utils_config_module.py::TestConfigModule::test_bad_jk_type, test/test_utils_config_module.py::TestConfigModule::test_base_value_loading, test/test_utils_config_module.py::TestConfigModule::test_codegen_config, test/test_utils_config_module.py::TestConfigModule::test_codegen_config_function, test/test_utils_config_module.py::TestConfigModule::test_dict_copy_semantics, test/test_utils_config_module.py::TestConfigModule::test_env_name_semantics, test/test_utils_config_module.py::TestConfigModule::test_env_name_string_semantics, test/test_utils_config_module.py::TestConfigModule::test_get_hash, test/test_utils_config_module.py::TestConfigModule::test_invalid_config_float, test/test_utils_config_module.py::TestConfigModule::test_invalid_config_int, test/test_utils_config_module.py::TestConfigModule::test_make_closur_patcher, test/test_utils_config_module.py::TestConfigModule::test_multi_env, test/test_utils_config_module.py::TestConfigModule::test_none_override_semantics, test/test_utils_config_module.py::TestConfigModule::test_overrides, test/test_utils_config_module.py::TestConfigModule::test_patch, test/test_utils_config_module.py::TestConfigModule::test_reference_is_default, test/test_utils_config_module.py::TestConfigModule::test_reference_semantics, test/test_utils_config_module.py::TestConfigModule::test_save_config, test/test_utils_config_module.py::TestConfigModule::test_save_config_portable, test/test_utils_config_module.py::TestConfigModule::test_type_loading, test/test_utils_config_module.py::TestConfigModule::test_unittest_patch 2025-10-10T02:51:43.9540926Z 2025-10-10T02:51:43.9541115Z Running test_utils_filelock 1/1 ... [2025-10-10 02:51:43.952557] 2025-10-10T02:51:43.9541482Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:51:43.9542419Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_utils_filelock.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:51:43.952943] 2025-10-10T02:51:47.0748114Z 2025-10-10T02:51:47.0749397Z test_utils_filelock 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_filelock_1.1_cc00a0d3d118242a_.log 2025-10-10T02:51:47.0751500Z Running 2 items in this shard: test/test_utils_filelock.py::TestFileLock::test_no_crash, test/test_utils_filelock.py::TestFileLock::test_sequencing 2025-10-10T02:51:47.0752652Z 2025-10-10T02:51:47.0752942Z Running test_view_ops 1/1 ... [2025-10-10 02:51:47.074704] 2025-10-10T02:51:47.0753642Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:51:47.0759388Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_view_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:51:47.075252] 2025-10-10T02:52:01.5168471Z 2025-10-10T02:52:01.5169146Z test_view_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_view_ops_1.1_8010702317192ce1_.log 2025-10-10T02:52:01.5284658Z Running 279 items in this shard: test/test_view_ops.py::TestViewOpsCUDA::test_T_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_advanced_indexing_assignment_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_advanced_indexing_nonview_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_as_strided_gradients_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_as_strided_inplace_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_as_strided_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_basic_indexing_ellipses_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_basic_indexing_newaxis_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_basic_indexing_slice_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_chunk_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_conj_imag_view_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_conj_imag_view_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_conj_self_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_conj_view_with_shared_memory_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_contiguous_nonview_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_contiguous_self_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_diagonal_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_expand_as_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_expand_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_flatten_nonview_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_flatten_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_imag_noncomplex_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_movedim_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_narrow_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_permute_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_real_imag_view_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_real_imag_view_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_reshape_as_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_reshape_nonview_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_reshape_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_select_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_bool, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_float16, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_float32, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_float64, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_int16, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_int32, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_int64, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_int8, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex128_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_bool, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_float16, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_float32, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_float64, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_int16, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_int32, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_int64, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_int8, test/test_view_ops.py::TestViewOpsCUDA::test_set_real_imag_cuda_complex64_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_split_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_squeeze_inplace_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_squeeze_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_t_inplace_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_t_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_transpose_inplace_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_transpose_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_unbind_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_unbind_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_unfold_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_unsqueeze_inplace_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_unsqueeze_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_view_as_complex_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_view_as_real_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_as_real_cuda_complex32, test/test_view_ops.py::TestViewOpsCUDA::test_view_as_real_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_as_view_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_view_copy_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_view_copy_out_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_view_copy_output_contiguous_cuda, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_bool, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_new_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_bool, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_view_dtype_upsize_errors_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_bool, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_dsplit_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_bool, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_hsplit_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_bool, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_split_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_bfloat16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_bool, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_complex128, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_complex64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_float16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_float32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_float64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_int16, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_int32, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_int64, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_int8, test/test_view_ops.py::TestViewOpsCUDA::test_view_tensor_vsplit_cuda_uint8, test/test_view_ops.py::TestViewOpsCUDA::test_view_view_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_T_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_as_strided_overflow_storage_offset_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_atleast_gradient_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_big_transpose_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_shapes_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_tensors_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_bool, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_broadcast_to_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_chunk_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_conj_neg_view_numpy_error_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_contiguous_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_crow_col_indices_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_empty_reshape_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_expand_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_flatten_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_memory_format_resize__cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_memory_format_resize_as_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_narrow_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_narrow_tensor_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_python_types_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_ravel_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_bfloat16, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_bool, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_reshape_view_semantics_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_resize_all_dtypes_and_devices_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_resize_as_all_dtypes_and_devices_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_resize_as_preserves_strides_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_resize_overflow_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_split_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_t_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_errors_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_bool, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_indices_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_bool, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_tensor_split_sections_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_transpose_invalid_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_transpose_invalid_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_transpose_invalid_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transpose_vs_numpy_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_transpose_vs_numpy_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_transpose_vs_numpy_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_bfloat16, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_bool, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_bfloat16, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_bool, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_complex128, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_complex64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_float16, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_float32, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_float64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_int16, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_int32, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_int64, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_int8, test/test_view_ops.py::TestOldViewOpsCUDA::test_transposes_errors_cuda_uint8, test/test_view_ops.py::TestOldViewOpsCUDA::test_unsqueeze_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_view_all_dtypes_and_devices_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_view_cuda, test/test_view_ops.py::TestOldViewOpsCUDA::test_view_empty_cuda 2025-10-10T02:52:01.5367382Z 2025-10-10T02:52:01.5367543Z Running test_vulkan 1/1 ... [2025-10-10 02:52:01.517064] 2025-10-10T02:52:01.5367933Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:52:01.5369028Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_vulkan.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:52:01.517420] 2025-10-10T02:52:04.3379747Z 2025-10-10T02:52:04.3381029Z test_vulkan 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_vulkan_1.1_0afd3046df023587_.log 2025-10-10T02:52:04.3382297Z Running 1 items in this shard: test/test_vulkan.py::TestVulkanRewritePass::test_conv 2025-10-10T02:52:04.3382853Z 2025-10-10T02:52:04.3383074Z Running test_weak 1/1 ... [2025-10-10 02:52:04.337577] 2025-10-10T02:52:04.3383648Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:52:04.3385166Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_weak.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:52:04.337918] 2025-10-10T02:52:11.0686924Z 2025-10-10T02:52:11.0688552Z test_weak 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_weak_1.1_f1a4ae56f41178fd_.log 2025-10-10T02:52:11.0707108Z Running 39 items in this shard: test/test_weak.py::WeakTest::test_make_weak_keyed_dict_from_dict, test/test_weak.py::WeakTest::test_make_weak_keyed_dict_from_weak_keyed_dict, test/test_weak.py::WeakTest::test_make_weak_keyed_dict_repr, test/test_weak.py::WeakTest::test_threaded_weak_key_dict_copy, test/test_weak.py::WeakTest::test_threaded_weak_key_dict_deepcopy, test/test_weak.py::WeakTest::test_weak_keyed_bad_delitem, test/test_weak.py::WeakTest::test_weak_keyed_delitem, test/test_weak.py::WeakTest::test_weak_keyed_dict_popitem, test/test_weak.py::WeakTest::test_weak_keyed_dict_setdefault, test/test_weak.py::WeakTest::test_weak_keyed_dict_update, test/test_weak.py::WeakTest::test_weak_keyed_union_operators, test/test_weak.py::WeakKeyDictionaryTestCase::test_bool, test/test_weak.py::WeakKeyDictionaryTestCase::test_constructor, test/test_weak.py::WeakKeyDictionaryTestCase::test_get, test/test_weak.py::WeakKeyDictionaryTestCase::test_getitem, test/test_weak.py::WeakKeyDictionaryTestCase::test_items, test/test_weak.py::WeakKeyDictionaryTestCase::test_keys, test/test_weak.py::WeakKeyDictionaryTestCase::test_len, test/test_weak.py::WeakKeyDictionaryTestCase::test_pop, test/test_weak.py::WeakKeyDictionaryTestCase::test_popitem, test/test_weak.py::WeakKeyDictionaryTestCase::test_read, test/test_weak.py::WeakKeyDictionaryTestCase::test_setdefault, test/test_weak.py::WeakKeyDictionaryTestCase::test_update, test/test_weak.py::WeakKeyDictionaryTestCase::test_values, test/test_weak.py::WeakKeyDictionaryTestCase::test_write, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_bool, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_constructor, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_get, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_getitem, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_items, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_keys, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_len, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_pop, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_popitem, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_read, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_setdefault, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_update, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_values, test/test_weak.py::WeakKeyDictionaryScriptObjectTestCase::test_write 2025-10-10T02:52:11.0725166Z 2025-10-10T02:52:11.0725614Z Running test_xnnpack_integration 1/1 ... [2025-10-10 02:52:11.068636] 2025-10-10T02:52:11.0726526Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:52:11.0728577Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_xnnpack_integration.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:52:11.069021] 2025-10-10T02:52:42.2117624Z 2025-10-10T02:52:42.2118801Z test_xnnpack_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_xnnpack_integration_1.1_182eac924bf7a8df_.log 2025-10-10T02:52:42.2125290Z Running 12 items in this shard: test/test_xnnpack_integration.py::TestXNNPACKOps::test_conv2d, test/test_xnnpack_integration.py::TestXNNPACKOps::test_conv2d_transpose, test/test_xnnpack_integration.py::TestXNNPACKOps::test_linear, test/test_xnnpack_integration.py::TestXNNPACKOps::test_linear_1d_input, test/test_xnnpack_integration.py::TestXNNPACKSerDes::test_combined_model, test/test_xnnpack_integration.py::TestXNNPACKSerDes::test_conv2d, test/test_xnnpack_integration.py::TestXNNPACKSerDes::test_conv2d_transpose, test/test_xnnpack_integration.py::TestXNNPACKSerDes::test_linear, test/test_xnnpack_integration.py::TestXNNPACKRewritePass::test_decomposed_linear, test/test_xnnpack_integration.py::TestXNNPACKRewritePass::test_linear, test/test_xnnpack_integration.py::TestXNNPACKConv1dTransformPass::test_conv1d_basic, test/test_xnnpack_integration.py::TestXNNPACKConv1dTransformPass::test_conv1d_with_relu_fc 2025-10-10T02:52:42.2129281Z 2025-10-10T02:52:42.2129670Z Running torch_np/numpy_tests/core/test_dlpack 1/1 ... [2025-10-10 02:52:42.211467] 2025-10-10T02:52:42.2130116Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:52:42.2131160Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dlpack.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:52:42.211949] 2025-10-10T02:52:45.2332075Z 2025-10-10T02:52:45.2333676Z torch_np/numpy_tests/core/test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dlpack_1.1_31a0983fec3502fa_.log 2025-10-10T02:52:45.2356980Z Running 53 items in this shard: test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dlpack_destructor_exception, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dlpack_device, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype1, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype2, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype3, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype4, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype5, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype6, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype7, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype8, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype9, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dunder_dlpack_refcount, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dunder_dlpack_stream, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_from_dlpack_refcount, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_from_torch, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_1, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_10, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_11, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_12, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_13, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_14, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_15, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_16, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_17, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_18, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_19, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_2, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_20, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_21, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_22, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_23, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_24, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_25, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_26, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_27, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_28, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_29, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_3, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_30, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_31, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_32, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_4, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_5, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_6, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_7, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_8, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_9, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_ndim0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_non_contiguous, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_readonly, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_to_torch 2025-10-10T02:52:45.2372795Z 2025-10-10T02:52:45.2373253Z Running torch_np/numpy_tests/core/test_dtype 1/1 ... [2025-10-10 02:52:45.233046] 2025-10-10T02:52:45.2374076Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:52:45.2376211Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dtype.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:52:45.233583] 2025-10-10T02:52:48.6058268Z 2025-10-10T02:52:48.6059820Z torch_np/numpy_tests/core/test_dtype 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dtype_1.1_8ec2f9edfaa7be45_.log 2025-10-10T02:52:48.6134683Z Running 102 items in this shard: test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_equivalent_dtype_hashing, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_invalid_types, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Bool, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Bytes0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Complex128, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Complex32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Complex64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Datetime64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float128, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float16, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int16, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int8, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Object0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Str0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Timedelta64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt16, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt8, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Uint32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Uint64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Void0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation1, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation2, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation3, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_equality, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t1, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t2, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t3, test/torch_np/numpy_tests/core/test_dtype.py::TestDtypeAttributeDeletion::test_dtype_non_writable_attributes_deletion, test/torch_np/numpy_tests/core/test_dtype.py::TestDtypeAttributeDeletion::test_dtype_writable_attributes_deletion, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t0, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t1, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t2, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t3, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t4, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_DType11, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_bool__10, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_complex128_4, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_complex64_3, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_float16_0, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_float32_1, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_float64_2, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int16_7, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int32_8, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int64_9, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int8_6, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_uint8_5, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_complex64_complex64_None, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_float16_complex64_None, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_float32_complex64_None, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_other_4294967295_expected1_expected_weak1, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_other_65535_expected0_expected_weak0, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other0_expected0, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other1_expected1, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other2_expected2, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other3_expected3, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other4_expected4, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other5_expected5, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other6_expected6, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes0_expected0, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes1_expected1, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes2_expected2, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes3_expected3, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes4_expected4, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes5_expected5, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes6_expected6, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes7_expected7, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes8_expected8, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes9_expected9, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_18446744073709551616, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_2, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_200, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_4294967296, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_9223372036854775808, test/torch_np/numpy_tests/core/test_dtype.py::TestMisc::test_dtypes_are_true, test/torch_np/numpy_tests/core/test_dtype.py::TestMisc::test_keyword_argument, test/torch_np/numpy_tests/core/test_dtype.py::TestFromDTypeAttribute::test_recursion, test/torch_np/numpy_tests/core/test_dtype.py::TestFromDTypeAttribute::test_simple, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_?, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_B, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_D, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_F, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_b, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_d, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_e, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_f, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_h, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_i, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_l, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_scalar, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_3 2025-10-10T02:52:48.6201526Z 2025-10-10T02:52:48.6201977Z Running torch_np/numpy_tests/core/test_einsum 1/1 ... [2025-10-10 02:52:48.605899] 2025-10-10T02:52:48.6202807Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:52:48.6204788Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_einsum.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:52:48.606455] 2025-10-10T02:53:01.6487055Z 2025-10-10T02:53:01.6487932Z torch_np/numpy_tests/core/test_einsum 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_einsum_1.1_b2d1998be7276963_.log 2025-10-10T02:53:01.6505386Z Running 50 items in this shard: test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_broadcasting_dot_cases, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_collapse, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_combined_views_mapping, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_complex, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_B, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_D, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_F, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_b, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_d, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_e, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_f, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_h, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_i, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_l, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_edge_cases, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_all_contig_non_contig_output, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_broadcast, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_errors, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_failed_on_p9_and_s390x, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_fixed_collapsingbug, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_fixedstridebug, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_misc, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_cfloat128, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_cfloat64, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_float16, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_float32, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_float64, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_int16, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_int32, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_int64, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_int8, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_uint8, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_views, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_expand, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_hadamard_like_products, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_index_transformations, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_inner_product, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_out_is_res, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_output_order, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_random_cases, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_small_boolean_arrays, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_subscript_range, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_edge_paths, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_long_paths, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_memory_contraints, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_path_type_input, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_path_type_input_internal_trace, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_path_type_input_invalid, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_spaces, test/torch_np/numpy_tests/core/test_einsum.py::TestMisc::test_overlap 2025-10-10T02:53:01.6532937Z 2025-10-10T02:53:01.6533399Z Running torch_np/numpy_tests/core/test_getlimits 1/1 ... [2025-10-10 02:53:01.648654] 2025-10-10T02:53:01.6534247Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:53:01.6536398Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_getlimits.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:53:01.648963] 2025-10-10T02:53:04.8708181Z 2025-10-10T02:53:04.8709557Z torch_np/numpy_tests/core/test_getlimits 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_getlimits_1.1_8d8089bbf330a276_.log 2025-10-10T02:53:04.8719961Z Running 17 items in this shard: test/torch_np/numpy_tests/core/test_getlimits.py::TestPythonFloat::test_singleton, test/torch_np/numpy_tests/core/test_getlimits.py::TestHalf::test_singleton, test/torch_np/numpy_tests/core/test_getlimits.py::TestSingle::test_singleton, test/torch_np/numpy_tests/core/test_getlimits.py::TestDouble::test_singleton, test/torch_np/numpy_tests/core/test_getlimits.py::TestFinfo::test_basic, test/torch_np/numpy_tests/core/test_getlimits.py::TestFinfo::test_basic_missing, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_basic, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_unsigned_max_T0, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_unsigned_max_T1, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_unsigned_max_T2, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_unsigned_max_T3, test/torch_np/numpy_tests/core/test_getlimits.py::TestRepr::test_finfo_repr, test/torch_np/numpy_tests/core/test_getlimits.py::TestRepr::test_iinfo_repr, test/torch_np/numpy_tests/core/test_getlimits.py::TestMisc::test_instances, test/torch_np/numpy_tests/core/test_getlimits.py::TestMisc::test_known_types, test/torch_np/numpy_tests/core/test_getlimits.py::TestMisc::test_plausible_finfo, test/torch_np/numpy_tests/core/test_getlimits.py::TestMisc::test_subnormal_warning 2025-10-10T02:53:04.8729693Z 2025-10-10T02:53:04.8730158Z Running torch_np/numpy_tests/core/test_indexing 1/1 ... [2025-10-10 02:53:04.870679] 2025-10-10T02:53:04.8731584Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:53:04.8733553Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_indexing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:53:04.871316] 2025-10-10T02:53:08.3952238Z 2025-10-10T02:53:08.3960267Z torch_np/numpy_tests/core/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_indexing_1.1_b933de84f87bd154_.log 2025-10-10T02:53:08.3979910Z Running 67 items in this shard: test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_assignment_value_mismatch, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_list, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_onedim, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_twodim, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_shape_mismatch, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_broaderrors_indexing, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_broken_sequence_not_nd_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_ellipsis_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_ellipsis_index_2, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_empty_fancy_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_empty_tuple_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_everything_returns_views, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_index_no_array_to_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_index_no_floats, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_indexing_array_negative_strides, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_indexing_array_weird_strides, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_memory_order, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_none_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_nontuple_ndindex, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_reverse_strides_and_subspace_bufferinit, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_reversed_strides_result_allocation, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_same_kind_index_casting, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_scalar_array_bool, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_single_bool_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_single_int_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_slicing_no_floats, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_small_regressions, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_fancy_indices_special_case, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_trivial_fancy_not_possible, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_trivial_fancy_out_of_bounds, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_tuple_subclass, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_uncontiguous_subspace_assignment, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index0, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index1, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index2, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_subspace, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_index_is_larger, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_prepend_not_one, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_prepending_ones, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_simple_broadcasting_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestFancyIndexingCast::test_boolean_index_cast_assign, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_1d, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_boolean, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_multidim, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_non_integer_argument_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_non_integer_sequence_multiplication, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_reduce_axis_float_index, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_valid_indexing, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_valid_slicing, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_bool_as_int_argument_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_boolean_indexing_fast_path, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_boolean_indexing_weirdness, test/torch_np/numpy_tests/core/test_indexing.py::TestArrayToIndexDeprecation::test_array_to_index_error, test/torch_np/numpy_tests/core/test_indexing.py::TestNonIntegerArrayLike::test_basic, test/torch_np/numpy_tests/core/test_indexing.py::TestMultipleEllipsisError::test_basic 2025-10-10T02:53:08.3998531Z 2025-10-10T02:53:08.3998722Z Running torch_np/numpy_tests/core/test_numeric 1/1 ... [2025-10-10 02:53:08.394793] 2025-10-10T02:53:08.3999079Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:53:08.3999888Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numeric.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:53:08.395081] 2025-10-10T02:53:14.8729041Z 2025-10-10T02:53:14.8730079Z torch_np/numpy_tests/core/test_numeric 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numeric_1.1_7a7a2013ba36b990_.log 2025-10-10T02:53:14.8795984Z Running 273 items in this shard: test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_copies, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_negative_resize, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_repeats, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_reshape_from_zero, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_zeroresize, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_choose, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_clip, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_compress, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_count_nonzero, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_cumproduct, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_diagonal, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_accuracy, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype2, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype3, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype4, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype5, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype6, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype7, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-1, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-10, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-9, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_mean, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_prod, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_ptp, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_ravel, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_repeat, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_reshape, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round_2, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round_py_consistency, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_searchsorted, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_size, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_squeeze, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_std, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_sum, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_swapaxes, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_take, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_trace, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_transpose, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_var, test/torch_np/numpy_tests/core/test_numeric.py::TestIsscalar::test_isscalar, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_and_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_and_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_or_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_or_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_xor_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_xor_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_logical, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_all_any, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_logical_and_or_xor, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_logical_not_abs, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolCmp::test_double, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolCmp::test_float, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_default, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_divide_err, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_errobj, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_set, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_D, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_F, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_d, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_e, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_f, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_warnings, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast_2, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast_values, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_coercion, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_coercion_2, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_promote_types_endian, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_result_type, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_tesult_type_2, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_2592_dtype0_count_10_error_index_5, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_2592_dtype0_count_10_error_index_9, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_empty_result, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_failed_itemsetting, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_lengths, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_too_few_items, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_types, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_values, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_?, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_B, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_D, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_F, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_b, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_d, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_e, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_f, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_h, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_i, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_l, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_list, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_countnonzero_axis_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_countnonzero_keepdims, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_onedim, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_onedim_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_trivial, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_trivial_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_twodim, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_zerod, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_zerod_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_sparse, test/torch_np/numpy_tests/core/test_numeric.py::TestIndex::test_boolean, test/torch_np/numpy_tests/core/test_numeric.py::TestIndex::test_boolean_edgecase, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_large_neg_int64, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_neg_width_boundaries, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_negative, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_positive, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_sufficient_width, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_zero, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_base3, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_base_range, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_negative, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_positive, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equal, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equal_equal_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equiv, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_none_compares_elementwise, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_array_double, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_func_takes_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_inplace_array, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_inplace_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_non_contig, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_property, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_scalar_nan_propagation_arr0_amin0_amax0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin2_amax2, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin_1_amax1, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin_1_amax_0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_array_int32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_array_outint32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_memory_overlap, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple2, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple_int32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_transposed, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_noncontig_inplace, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_D, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_F, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_e, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_?, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_B, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_b, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_d, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_f, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_h, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_i, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_l, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_double, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_inplace_01, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_inplace_02, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_inout_casting0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_inout_casting_unsafe, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int64_inout, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int64_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_nonnative, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_01, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_02, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_03, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_04, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_05, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_06, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_07, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_08, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_09, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_10, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_11, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_12, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_equalnan, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_ip_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_ip_not_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_min_int, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_no_parameter_modification, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_equal_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_all_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_isclose_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_none_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_no_parameter_modification, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_non_finite_scalar, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_scalar_return, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_basic, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_ddof1, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_ddof2, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_out_scalar, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_scalars, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVarComplex::test_basic, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVarComplex::test_scalars, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_for_reference_leak, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_full, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_ones, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_zeros, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc0_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc0_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc1_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc1_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc2_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc2_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc3_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc3_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_empty_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_filled_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_ones_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_zeros_like, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_float, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_mode, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_no_overwrite, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_zero_size, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_mode, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_no_overwrite, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_numpy_doc_examples, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_object, test/torch_np/numpy_tests/core/test_numeric.py::TestDtypePositional::test_dtype_positional, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_2D, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_list, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_0, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_1, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_2, test/torch_np/numpy_tests/core/test_numeric.py::TestStringFunction::test_set_string_function, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll1d, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll2d, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestRollaxis::test_exceptions, test/torch_np/numpy_tests/core/test_numeric.py::TestRollaxis::test_results, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_errors, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_multiples, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_new_position, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_to_end, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_preserve_order, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_2x2, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_2x3, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_3x3, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_broadcasting, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_broadcasting_shapes, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_uint8_int32_mixed_dtypes, test/torch_np/numpy_tests/core/test_numeric.py::TestOuterMisc::test_outer_out_param, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_scalar_input, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_single_input, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_sparse, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_C_and_F_simul, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_non_array_input, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_require_each, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_unknown_requirement, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_error_kwargs, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_in_args, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_single_arg, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_number_of_arguments, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_shape_mismatch_error_message, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimension, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimension_einsum, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimensional 2025-10-10T02:53:14.8858984Z 2025-10-10T02:53:14.8859187Z Running torch_np/numpy_tests/core/test_numerictypes 1/1 ... [2025-10-10 02:53:14.873274] 2025-10-10T02:53:14.8859551Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:53:14.8860395Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numerictypes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:53:14.873588] 2025-10-10T02:53:18.0962767Z 2025-10-10T02:53:18.0964416Z torch_np/numpy_tests/core/test_numerictypes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numerictypes_1.1_95c3796b8b63c29a_.log 2025-10-10T02:53:18.0990357Z Running 34 items in this shard: test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_loses1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_loses2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_both_abstract, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_nondtype_nonscalartype, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_same, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_sibling_class, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_subclass, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_subclass_backwards, test/torch_np/numpy_tests/core/test_numerictypes.py::TestBitName::test_abstract, test/torch_np/numpy_tests/core/test_numerictypes.py::TestDocStrings::test_platform_dependent_aliases, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t0, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t4, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t5, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t6, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t7, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t8, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t9, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_unique, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t0, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t4, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t5, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t6, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t7, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t8, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t9 2025-10-10T02:53:18.1015266Z 2025-10-10T02:53:18.1015748Z Running torch_np/numpy_tests/core/test_scalar_ctors 1/1 ... [2025-10-10 02:53:18.095600] 2025-10-10T02:53:18.1016617Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:53:18.1018631Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_ctors.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:53:18.096159] 2025-10-10T02:53:21.4692208Z 2025-10-10T02:53:21.4693113Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_4017dddbcaa2f1e2_.log 2025-10-10T02:53:21.4733835Z Running 65 items in this shard: test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_bool, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_floating, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_floating_overflow, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromInt::test_intp, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromInt::test_uint64_from_negative, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t23, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t23, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t23 2025-10-10T02:53:21.4776191Z 2025-10-10T02:53:21.4776692Z Running torch_np/numpy_tests/core/test_scalar_methods 1/1 ... [2025-10-10 02:53:21.469148] 2025-10-10T02:53:21.4777573Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:53:21.4779590Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_methods.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:53:21.469738] 2025-10-10T02:53:24.4918701Z 2025-10-10T02:53:24.4920572Z torch_np/numpy_tests/core/test_scalar_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_22f0cbc9b801c803_.log 2025-10-10T02:53:24.4975292Z Running 77 items in this shard: test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_against_known_values, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype0_frac_vals0_exp_vals0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype1_frac_vals1_exp_vals1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype2_frac_vals2_exp_vals2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_B, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls4, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls5, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_non_numeric_cls0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_?, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_B, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_D, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_F, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_scalar, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_bit_count, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype4, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype5, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype6, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype7 2025-10-10T02:53:24.5024978Z 2025-10-10T02:53:24.5025506Z Running torch_np/numpy_tests/core/test_scalarinherit 1/1 ... [2025-10-10 02:53:24.491958] 2025-10-10T02:53:24.5026392Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:53:24.5028428Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalarinherit.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:53:24.492614] 2025-10-10T02:53:27.3142715Z 2025-10-10T02:53:27.3144187Z torch_np/numpy_tests/core/test_scalarinherit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalarinherit_1.1_2ff6022ef08ce058_.log 2025-10-10T02:53:27.3146831Z Running 3 items in this shard: test/torch_np/numpy_tests/core/test_scalarinherit.py::TestInherit::test_gh_15395, test/torch_np/numpy_tests/core/test_scalarinherit.py::TestInherit::test_init, test/torch_np/numpy_tests/core/test_scalarinherit.py::TestInherit::test_init2 2025-10-10T02:53:27.3149297Z 2025-10-10T02:53:27.3149789Z Running torch_np/numpy_tests/core/test_scalarmath 1/1 ... [2025-10-10 02:53:27.314170] 2025-10-10T02:53:27.3150641Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:53:27.3159426Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalarmath.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:53:27.314734] 2025-10-10T02:53:47.3247099Z 2025-10-10T02:53:47.3254394Z torch_np/numpy_tests/core/test_scalarmath 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalarmath_1.1_e2b0e59a0ab6bca9_.log 2025-10-10T02:53:47.3395939Z Running 186 items in this shard: test/torch_np/numpy_tests/core/test_scalarmath.py::TestTypes::test_leak, test/torch_np/numpy_tests/core/test_scalarmath.py::TestTypes::test_type_add, test/torch_np/numpy_tests/core/test_scalarmath.py::TestTypes::test_type_create, test/torch_np/numpy_tests/core/test_scalarmath.py::TestTypes::test_types, test/torch_np/numpy_tests/core/test_scalarmath.py::TestBaseMath::test_blocked, test/torch_np/numpy_tests/core/test_scalarmath.py::TestBaseMath::test_lower_align, test/torch_np/numpy_tests/core/test_scalarmath.py::TestPower::test_integers_to_negative_integer_power, test/torch_np/numpy_tests/core/test_scalarmath.py::TestPower::test_large_types, test/torch_np/numpy_tests/core/test_scalarmath.py::TestPower::test_mixed_types, test/torch_np/numpy_tests/core/test_scalarmath.py::TestPower::test_modular_power, test/torch_np/numpy_tests/core/test_scalarmath.py::TestPower::test_small_types, test/torch_np/numpy_tests/core/test_scalarmath.py::TestModulus::test_float_modulus_corner_cases_dt_d, test/torch_np/numpy_tests/core/test_scalarmath.py::TestModulus::test_float_modulus_corner_cases_dt_e, test/torch_np/numpy_tests/core/test_scalarmath.py::TestModulus::test_float_modulus_corner_cases_dt_f, test/torch_np/numpy_tests/core/test_scalarmath.py::TestModulus::test_float_modulus_exact, test/torch_np/numpy_tests/core/test_scalarmath.py::TestModulus::test_float_modulus_roundoff, test/torch_np/numpy_tests/core/test_scalarmath.py::TestModulus::test_modulus_basic, test/torch_np/numpy_tests/core/test_scalarmath.py::TestComplexDivision::test_branches, test/torch_np/numpy_tests/core/test_scalarmath.py::TestComplexDivision::test_signed_zeros, test/torch_np/numpy_tests/core/test_scalarmath.py::TestComplexDivision::test_zero_division, test/torch_np/numpy_tests/core/test_scalarmath.py::TestConversion::test_iinfo_long_values_1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestConversion::test_iinfo_long_values_2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestConversion::test_int_from_long, test/torch_np/numpy_tests/core/test_scalarmath.py::TestConversion::test_int_raise_behaviour, test/torch_np/numpy_tests/core/test_scalarmath.py::TestConversion::test_numpy_scalar_relational_operators, test/torch_np/numpy_tests/core/test_scalarmath.py::TestConversion::test_numpy_scalar_relational_operators_2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestConversion::test_scalar_comparison_to_none, test/torch_np/numpy_tests/core/test_scalarmath.py::TestRepr::test_float_repr, test/torch_np/numpy_tests/core/test_scalarmath.py::TestMultiply::test_no_seq_repeat_basic_array_like, test/torch_np/numpy_tests/core/test_scalarmath.py::TestMultiply::test_seq_repeat, test/torch_np/numpy_tests/core/test_scalarmath.py::TestNegative::test_exceptions, test/torch_np/numpy_tests/core/test_scalarmath.py::TestNegative::test_result, test/torch_np/numpy_tests/core/test_scalarmath.py::TestSubtract::test_exceptions, test/torch_np/numpy_tests/core/test_scalarmath.py::TestSubtract::test_result, test/torch_np/numpy_tests/core/test_scalarmath.py::TestAbs::test_builtin_abs_dtype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestAbs::test_builtin_abs_dtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestAbs::test_builtin_abs_dtype2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestAbs::test_builtin_abs_dtype3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestAbs::test_builtin_abs_dtype4, test/torch_np/numpy_tests/core/test_scalarmath.py::TestAbs::test_numpy_abs_dtype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestAbs::test_numpy_abs_dtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestAbs::test_numpy_abs_dtype2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestAbs::test_numpy_abs_dtype3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestAbs::test_numpy_abs_dtype4, test/torch_np/numpy_tests/core/test_scalarmath.py::TestBitShifts::test_shift_all_bits_type_code_B_op0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestBitShifts::test_shift_all_bits_type_code_B_op1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestBitShifts::test_shift_all_bits_type_code_b_op0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestBitShifts::test_shift_all_bits_type_code_b_op1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestBitShifts::test_shift_all_bits_type_code_h_op0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestBitShifts::test_shift_all_bits_type_code_h_op1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestBitShifts::test_shift_all_bits_type_code_i_op0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestBitShifts::test_shift_all_bits_type_code_i_op1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestBitShifts::test_shift_all_bits_type_code_l_op0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestBitShifts::test_shift_all_bits_type_code_l_op1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestHash::test_complex_hashes_type_code_D, test/torch_np/numpy_tests/core/test_scalarmath.py::TestHash::test_complex_hashes_type_code_F, test/torch_np/numpy_tests/core/test_scalarmath.py::TestHash::test_float_and_complex_hashes_type_code_D, test/torch_np/numpy_tests/core/test_scalarmath.py::TestHash::test_float_and_complex_hashes_type_code_F, test/torch_np/numpy_tests/core/test_scalarmath.py::TestHash::test_float_and_complex_hashes_type_code_d, test/torch_np/numpy_tests/core/test_scalarmath.py::TestHash::test_float_and_complex_hashes_type_code_e, test/torch_np/numpy_tests/core/test_scalarmath.py::TestHash::test_float_and_complex_hashes_type_code_f, test/torch_np/numpy_tests/core/test_scalarmath.py::TestHash::test_integer_hashes_type_code_B, test/torch_np/numpy_tests/core/test_scalarmath.py::TestHash::test_integer_hashes_type_code_b, test/torch_np/numpy_tests/core/test_scalarmath.py::TestHash::test_integer_hashes_type_code_h, test/torch_np/numpy_tests/core/test_scalarmath.py::TestHash::test_integer_hashes_type_code_i, test/torch_np/numpy_tests/core/test_scalarmath.py::TestHash::test_integer_hashes_type_code_l, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_divbyzero_dtype_B_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_divbyzero_dtype_B_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_divbyzero_dtype_b_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_divbyzero_dtype_b_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_divbyzero_dtype_h_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_divbyzero_dtype_h_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_divbyzero_dtype_i_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_divbyzero_dtype_i_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_divbyzero_dtype_l_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_divbyzero_dtype_l_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_B_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_B_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_B_operation2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_b_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_b_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_b_operation2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_h_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_h_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_h_operation2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_i_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_i_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_i_operation2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_l_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_l_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_integer_operation_overflow_dtype_l_operation2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_b_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_b_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_b_operation2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_b_operation3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_h_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_h_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_h_operation2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_h_operation3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_i_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_i_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_i_operation2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_i_operation3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_l_operation0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_l_operation1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_l_operation2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_signed_integer_overflow_dtype_l_operation3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarOpsMisc::test_scalar_unsigned_integer_overflow_dtype_B, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____add_____rop_____radd___op8_cmp_False_subtype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____add_____rop_____radd___op8_cmp_False_subtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____add_____rop_____radd___op8_cmp_False_subtype2, 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test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____floordiv_____rop_____rfloordiv___op6_cmp_False_subtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____floordiv_____rop_____rfloordiv___op6_cmp_False_subtype2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____floordiv_____rop_____rfloordiv___op6_cmp_False_subtype3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____ge_____rop_____le___op5_cmp_True_subtype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____ge_____rop_____le___op5_cmp_True_subtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____ge_____rop_____le___op5_cmp_True_subtype2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____ge_____rop_____le___op5_cmp_True_subtype3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____gt_____rop_____lt___op4_cmp_True_subtype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____gt_____rop_____lt___op4_cmp_True_subtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____gt_____rop_____lt___op4_cmp_True_subtype2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____gt_____rop_____lt___op4_cmp_True_subtype3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____le_____rop_____ge___op1_cmp_True_subtype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____le_____rop_____ge___op1_cmp_True_subtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____le_____rop_____ge___op1_cmp_True_subtype2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____le_____rop_____ge___op1_cmp_True_subtype3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____lt_____rop_____gt___op0_cmp_True_subtype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____lt_____rop_____gt___op0_cmp_True_subtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____lt_____rop_____gt___op0_cmp_True_subtype2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____lt_____rop_____gt___op0_cmp_True_subtype3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____mod_____rop_____rmod___op9_cmp_False_subtype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____mod_____rop_____rmod___op9_cmp_False_subtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____mod_____rop_____rmod___op9_cmp_False_subtype2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____mod_____rop_____rmod___op9_cmp_False_subtype3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____mul_____rop_____rmul___op10_cmp_False_subtype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____mul_____rop_____rmul___op10_cmp_False_subtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____mul_____rop_____rmul___op10_cmp_False_subtype2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____mul_____rop_____rmul___op10_cmp_False_subtype3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____ne_____rop_____ne___op3_cmp_True_subtype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____ne_____rop_____ne___op3_cmp_True_subtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____ne_____rop_____ne___op3_cmp_True_subtype2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____ne_____rop_____ne___op3_cmp_True_subtype3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____pow_____rop_____rpow___op11_cmp_False_subtype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____pow_____rop_____rpow___op11_cmp_False_subtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____pow_____rop_____rpow___op11_cmp_False_subtype2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____pow_____rop_____rpow___op11_cmp_False_subtype3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____sub_____rop_____rsub___op12_cmp_False_subtype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____sub_____rop_____rsub___op12_cmp_False_subtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____sub_____rop_____rsub___op12_cmp_False_subtype2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____sub_____rop_____rsub___op12_cmp_False_subtype3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____truediv_____rop_____rtruediv___op7_cmp_False_subtype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____truediv_____rop_____rtruediv___op7_cmp_False_subtype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____truediv_____rop_____rtruediv___op7_cmp_False_subtype2, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_pyscalar_subclasses___op_____truediv_____rop_____rtruediv___op7_cmp_False_subtype3, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____add_____rop_____radd___op8_cmp_False_sctype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____add_____rop_____radd___op8_cmp_False_sctype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____eq_____rop_____eq___op2_cmp_True_sctype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____eq_____rop_____eq___op2_cmp_True_sctype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____floordiv_____rop_____rfloordiv___op6_cmp_False_sctype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____floordiv_____rop_____rfloordiv___op6_cmp_False_sctype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____ge_____rop_____le___op5_cmp_True_sctype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____ge_____rop_____le___op5_cmp_True_sctype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____gt_____rop_____lt___op4_cmp_True_sctype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____gt_____rop_____lt___op4_cmp_True_sctype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____le_____rop_____ge___op1_cmp_True_sctype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____le_____rop_____ge___op1_cmp_True_sctype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____lt_____rop_____gt___op0_cmp_True_sctype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____lt_____rop_____gt___op0_cmp_True_sctype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____mod_____rop_____rmod___op9_cmp_False_sctype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____mod_____rop_____rmod___op9_cmp_False_sctype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____mul_____rop_____rmul___op10_cmp_False_sctype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____mul_____rop_____rmul___op10_cmp_False_sctype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____ne_____rop_____ne___op3_cmp_True_sctype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____ne_____rop_____ne___op3_cmp_True_sctype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____pow_____rop_____rpow___op11_cmp_False_sctype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____pow_____rop_____rpow___op11_cmp_False_sctype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____sub_____rop_____rsub___op12_cmp_False_sctype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____sub_____rop_____rsub___op12_cmp_False_sctype1, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____truediv_____rop_____rtruediv___op7_cmp_False_sctype0, test/torch_np/numpy_tests/core/test_scalarmath.py::TestScalarSubclassingMisc::test_subclass_deferral___op_____truediv_____rop_____rtruediv___op7_cmp_False_sctype1 2025-10-10T02:53:47.3530358Z 2025-10-10T02:53:47.3530602Z Running torch_np/numpy_tests/core/test_shape_base 1/1 ... [2025-10-10 02:53:47.325679] 2025-10-10T02:53:47.3531045Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:53:47.3532238Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_shape_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:53:47.326296] 2025-10-10T02:53:50.7490946Z 2025-10-10T02:53:50.7492527Z torch_np/numpy_tests/core/test_shape_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_shape_base_1.1_799551ee392def78_.log 2025-10-10T02:53:50.7530067Z Running 119 items in this shard: test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_3D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_r1array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_3D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_r2array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast3d::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast3d::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast3d::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast3d::test_3D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_casting_and_dtype, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_casting_and_dtype_type_error, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_empty_input, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_generator, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_non_iterable, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_2D_array2, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_casting_and_dtype, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_casting_and_dtype_type_error, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_empty_input, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_generator, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_non_iterable, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_bad_out_shape, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_concatenate, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_concatenate_axis_None, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_exceptions, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_large_concatenate_axis_None, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_operator_concat, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_simple, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_returns_copy, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_3d, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_complicated, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_memory_order, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_mixed_1d_and_2d, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_simple_column_wise, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_simple_row_wise, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_total_size_estimate, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_with_1d_arrays_column_wise, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_with_1d_arrays_multiple_rows, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_with_1d_arrays_row_wise, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_with_mismatched_shape, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_different_ndims, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_different_ndims_depths, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_empty_lists, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_invalid_nesting, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_nested, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_no_lists, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_returns_copy, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_tuple 2025-10-10T02:53:50.7561604Z 2025-10-10T02:53:50.7561794Z Running torch_np/numpy_tests/fft/test_helper 1/1 ... [2025-10-10 02:53:50.749309] 2025-10-10T02:53:50.7562137Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:53:50.7562959Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/fft/test_helper.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:53:50.749864] 2025-10-10T02:53:57.7803557Z 2025-10-10T02:53:57.7805150Z torch_np/numpy_tests/fft/test_helper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.fft.test_helper_1.1_305250983d60d95c_.log 2025-10-10T02:53:57.7811126Z Running 8 items in this shard: test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_axes_keyword, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_definition, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_equal_to_original, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_inverse, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_uneven_dims, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTFreq::test_definition, test/torch_np/numpy_tests/fft/test_helper.py::TestRFFTFreq::test_definition, test/torch_np/numpy_tests/fft/test_helper.py::TestIRFFTN::test_not_last_axis_success 2025-10-10T02:53:57.7815829Z 2025-10-10T02:53:57.7816316Z Running torch_np/numpy_tests/fft/test_pocketfft 1/1 ... [2025-10-10 02:53:57.780215] 2025-10-10T02:53:57.7817258Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:53:57.7819626Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/fft/test_pocketfft.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:53:57.780851] 2025-10-10T02:54:28.3932151Z 2025-10-10T02:54:28.3934147Z torch_np/numpy_tests/fft/test_pocketfft 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.fft.test_pocketfft_1.1_27115072544c9294_.log 2025-10-10T02:54:28.3975957Z Running 79 items in this shard: test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTShift::test_fft_n, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_all_1d_norm_preserving, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_dtypes_dtype0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_dtypes_dtype1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_dtypes_dtype2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_hfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_identity, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm_backward, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm_forward, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm_ortho, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ihfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_irfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_irfft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_irfftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_rfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_rfft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_rfftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_fft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_ifft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_irfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_rfft 2025-10-10T02:54:28.4019238Z 2025-10-10T02:54:28.4019704Z Running torch_np/numpy_tests/lib/test_arraypad 1/1 ... [2025-10-10 02:54:28.392944] 2025-10-10T02:54:28.4020573Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:54:28.4022562Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraypad.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:54:28.393548] 2025-10-10T02:54:31.4159770Z 2025-10-10T02:54:31.4161080Z torch_np/numpy_tests/lib/test_arraypad 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraypad_1.1_343a8071f3153da0_.log 2025-10-10T02:54:31.4167380Z Running 9 items in this shard: test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float2, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float3, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_odd_pad_amount, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_pad_2d, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_zeros, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_large_integers, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_pad_empty_dimension 2025-10-10T02:54:31.4170423Z 2025-10-10T02:54:31.4170681Z Running torch_np/numpy_tests/lib/test_arraysetops 1/1 ... [2025-10-10 02:54:31.415761] 2025-10-10T02:54:31.4171127Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:54:31.4172257Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraysetops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:54:31.416377] 2025-10-10T02:54:34.7890734Z 2025-10-10T02:54:34.7892492Z torch_np/numpy_tests/lib/test_arraysetops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_4add9f93cbd20e4d_.log 2025-10-10T02:54:34.7935613Z Running 62 items in this shard: test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary0_prepend0_append_nan_expected_to_end, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary1_prepend1_append1_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary2_prepend_nan_append_nan_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary0_prepend_65536_append_65540_expected0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary1_prepend1_append1_expected1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary2_prepend_0_append_0_expected2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary3_prepend_3_append_-9_expected3, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_are_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_have_structured_dtype, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_first_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_hit_alternate_algorithm, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_second_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_table_timedelta_fails, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_with_arrays_containing_tuples, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_array_like, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_indices, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_manyways, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_unique, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setxor1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_union1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_-1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_list, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_zeros, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_nanequals, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_sort_order_with_axis 2025-10-10T02:54:34.7974160Z 2025-10-10T02:54:34.7974650Z Running torch_np/numpy_tests/lib/test_function_base 1/1 ... [2025-10-10 02:54:34.788944] 2025-10-10T02:54:34.7975522Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:54:34.7977521Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_function_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:54:34.789562] 2025-10-10T02:54:39.6653430Z 2025-10-10T02:54:39.6654294Z torch_np/numpy_tests/lib/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_1ffe40650245cb13_.log 2025-10-10T02:54:39.6794264Z Running 505 items in this shard: test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_rotation_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_4d, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_basic_lr, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_basic_ud, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_default_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_multiple_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestAny::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAny::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestAll::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAll::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestCopy::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCopy::test_order, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_average_class_without_dtype, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic_keepdims_x0_axis0_expected_avg0_weights0_expected_wavg0_expected_wsum0, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic_keepdims_x1_axis_0_expected_avg1_weights1_expected_wavg1_expected_wsum1, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_returned, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_upcasting, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_weights, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_broadcasting, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_deprecated_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_many_arguments, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_non_bool_deprecation, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_return_dtype, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_0d, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_array_copied, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_floats, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_out_of_bounds_idx_-4, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_out_of_bounds_idx_4, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_multidim, test/torch_np/numpy_tests/lib/test_function_base.py::TestAmax::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAmin::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestPtp::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCumsum::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestProd::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCumprod::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_append, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_n, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_prepend, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_0d, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_array_order_preserve, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_fancy, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_index_floats, 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test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nan_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nan_q, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_no_p_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_out_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_empty_dim, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_list, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_no_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_scalar_q, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_scalar_q_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_sequence, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_correct_quantile_value, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_fraction, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_max_ulp, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_no_p_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_hypo, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_averaged_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_closest_observation, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_hazen, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_higher, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_interpolated_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_linear, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_lower, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_median_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_midpoint, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_nearest, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_normal_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_weibull, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_scalar_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_array_like, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_axis_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis_invalid, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis4, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_overwrite_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_B_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_H_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_b_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_g_type_out_G, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_h_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_l_type_out_D 2025-10-10T02:54:39.6928420Z 2025-10-10T02:54:39.6928624Z Running torch_np/numpy_tests/lib/test_histograms 1/1 ... [2025-10-10 02:54:39.665858] 2025-10-10T02:54:39.6928987Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:54:39.6929827Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_histograms.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:54:39.666165] 2025-10-10T02:54:45.4409878Z 2025-10-10T02:54:45.4411725Z torch_np/numpy_tests/lib/test_histograms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_histograms_1.1_1e36e546be62bd0b_.log 2025-10-10T02:54:45.4440281Z Running 60 items in this shard: test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_arr_weights_mismatch, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_big_arrays, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_bin_array_dims, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_bin_edge_cases, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_bool_conversion, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_density, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_empty, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_error_binnum_type, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_exotic_weights, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_f32_rounding, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_finite_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_histogram_bin_edges, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_invalid_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_last_bin_inclusive_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_no_side_effects, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_object_array_of_0d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_one_bin, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_outliers, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_precision, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_signed_overflow_bounds, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_signed_overflow_bounds_2, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_simple, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_some_nan_values, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_type, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_unsigned_monotonicity_check, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_weights, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_empty, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_incorrect_methods, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_limited_variance, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_novariance, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_outlier, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_scott_vs_stone, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_auto, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_doane, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_fd, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_rice, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_scott, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_stone, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_sturges, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_simple, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_simple_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_simple_weighted, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_small, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_bins_array, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_bins_error_2, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_bins_errors, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_density_non_uniform_1d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_density_non_uniform_2d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_edge_dtype, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_empty, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_equal_edges, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_finite_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_identical_samples, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_inf_edges, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_large_integers, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_rightmost_binedge, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_shape_3d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_shape_4d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_simple, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_weights 2025-10-10T02:54:45.4472410Z 2025-10-10T02:54:45.4472897Z Running torch_np/numpy_tests/lib/test_index_tricks 1/1 ... [2025-10-10 02:54:45.441007] 2025-10-10T02:54:45.4473772Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:54:45.4475961Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_index_tricks.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:54:45.441577] 2025-10-10T02:54:48.7146084Z 2025-10-10T02:54:48.7148062Z torch_np/numpy_tests/lib/test_index_tricks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_index_tricks_1.1_9833c5faf94f5c68_.log 2025-10-10T02:54:48.7177544Z Running 47 items in this shard: test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_0d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_big_indices, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_clipmodes, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_dtypes, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_ravel_mode_clip, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_ravel_mode_raise, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_ravel_mode_wrap, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_unravel, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_indices, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_writeability, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_accepts_longdouble, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_accepts_npcomplexfloating, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_accepts_npfloating, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_linspace_equivalence, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_mgrid_size_none_handling_start0_stop_10_step0_expected0, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_mgrid_size_none_handling_start_-10_stop_20_step1_expected1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_nd, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_sparse, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_0d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_1d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_2d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_complex_step, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_mixed_type, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_more_mixed_type, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestNdenumerate::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIndexExpression::test_regression_1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIndexExpression::test_simple_1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_1d_only, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_bool, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_regression_1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_repeated_input, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_shape_and_dtype, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestC::test_c_, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_hetero_shape_handling, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_low_dim_handling, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_operate_4d_array, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_tall_matrix, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_tall_matrix_wrap, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_wide_matrix, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndices::test_diag_indices, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndicesFrom::test_diag_indices_from, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndicesFrom::test_error_shape_mismatch, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndicesFrom::test_error_small_input, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestNdIndex::test_ndindex 2025-10-10T02:54:48.7205796Z 2025-10-10T02:54:48.7206355Z Running torch_np/numpy_tests/lib/test_shape_base_ 1/1 ... [2025-10-10 02:54:48.714513] 2025-10-10T02:54:48.7207243Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:54:48.7209240Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_shape_base_.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:54:48.715109] 2025-10-10T02:54:52.3887509Z 2025-10-10T02:54:52.3889283Z torch_np/numpy_tests/lib/test_shape_base_ 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_shape_base__1.1_afb5f5196e9ac57f_.log 2025-10-10T02:54:52.3929708Z Running 73 items in this shard: test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_argequivalent, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_broadcast, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_invalid, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestPutAlongAxis::test_broadcast, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestPutAlongAxis::test_replace_max, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_0d_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_3d, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_axis_insertion, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_axis_insertion_ma, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_scalar_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_simple101, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_tuple_func1d, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_with_iterable_object, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyOverAxes::test_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_axis_out_of_range, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_axis_tuple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_functionality, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_repeated_axis, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_high_bound, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_low_bound, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_0_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_cols, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_default, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_rows, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_rows_greater_max_int32, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSplit::test_equal_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSplit::test_unequal_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_1D_arrays, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_2D_arrays, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_generator, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_2D_array2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_generator, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_3D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_basic_2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_axis, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_axis_handling, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_contiguous, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_type, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a0_shape_b0, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a1_shape_b1, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a2_shape_b2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a3_shape_b3, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a4_shape_b4, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a5_shape_b5, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_kroncompare, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_tile_one_repetition_on_array_gh4679, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestMayShareMemory::test_basic 2025-10-10T02:54:52.3969060Z 2025-10-10T02:54:52.3969566Z Running torch_np/numpy_tests/lib/test_twodim_base 1/1 ... [2025-10-10 02:54:52.388736] 2025-10-10T02:54:52.3970427Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:54:52.3972573Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_twodim_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:54:52.389278] 2025-10-10T02:54:55.9122029Z 2025-10-10T02:54:55.9123724Z torch_np/numpy_tests/lib/test_twodim_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_twodim_base_1.1_281412525201d60c_.log 2025-10-10T02:54:55.9142733Z Running 34 items in this shard: test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_2d, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_bool, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_diag, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_diag2d, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_eye_bounds, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_order, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_diag_bounds, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_failure, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_fortran_order, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_matrix, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_vector, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestFliplr::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestFlipud::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_all_outliers, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_asym, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_bad_length_x_len_10_y_len_11, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_bad_length_x_len_20_y_len_19, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_binparameter_combination, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_density, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_empty, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_simple, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_dtype, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_mask_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_dtype, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_ndim2, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_ndim3, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_with_inf, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTriuIndices::test_triu_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTrilIndicesFrom::test_exceptions, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTriuIndicesFrom::test_exceptions, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestVander::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestVander::test_dtypes 2025-10-10T02:54:55.9160593Z 2025-10-10T02:54:55.9161044Z Running torch_np/numpy_tests/lib/test_type_check 1/1 ... [2025-10-10 02:54:55.912231] 2025-10-10T02:54:55.9161894Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:54:55.9164085Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_type_check.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:54:55.912812] 2025-10-10T02:54:59.1355912Z 2025-10-10T02:54:59.1357059Z torch_np/numpy_tests/lib/test_type_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_type_check_1.1_7d321148cd91c65e_.log 2025-10-10T02:54:59.1370697Z Running 50 items in this shard: test/torch_np/numpy_tests/lib/test_type_check.py::TestCommonType::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_1, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_2, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_3, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsscalar::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestReal::test_cmplx, test/torch_np/numpy_tests/lib/test_type_check.py::TestReal::test_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestImag::test_cmplx, test/torch_np/numpy_tests/lib/test_type_check.py::TestImag::test_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplex::test_fail, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplex::test_pass, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_fail, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_isreal_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_pass, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_list, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsrealobj::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_complex, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_complex1, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_complex, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_complex1, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_neginf_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_posinf_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsposinf::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsneginf::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_array, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_bad, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_bad2, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_good, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_do_not_rewrite_previous_keyword, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_float, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestRealIfClose::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestArrayConversion::test_asfarray 2025-10-10T02:54:59.1383593Z 2025-10-10T02:54:59.1383837Z Running torch_np/numpy_tests/linalg/test_linalg 1/1 ... [2025-10-10 02:54:59.135275] 2025-10-10T02:54:59.1384277Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:54:59.1385362Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/linalg/test_linalg.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:54:59.135841] 2025-10-10T02:55:05.9025838Z 2025-10-10T02:55:05.9026536Z test_ops_gradients 3/3 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_3.3_4ef1131eef8ee490_.log 2025-10-10T02:55:05.9540234Z Running 1827 items in this shard: test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_H_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyCubeCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyNonzeroCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpySplitCopyCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_T_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_T_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___getitem___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___getitem___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___radd___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rdiv___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rpow___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rsub___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad__unsafe_masked_index_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad__unsafe_masked_index_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad__unsafe_masked_index_put_accumulate_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad__upsample_bilinear2d_aa_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_add_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addmm_decomposed_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addmv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_all_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_angle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argwhere_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_as_strided_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_as_strided_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_as_strided_partial_views_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_asin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atan_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atanh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atleast_1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atleast_2d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atleast_3d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_bfloat16_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_bool_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cfloat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cholesky_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cholesky_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_clamp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_clamp_min_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_column_stack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_combinations_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_combinations_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_conj_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_conj_physical_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_conj_physical_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_contiguous_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_contiguous_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_corrcoef_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_count_nonzero_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cov_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cross_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cumprod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cumsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_deg2rad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diag_embed_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diag_embed_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diagonal_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diagonal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diagonal_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diff_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_div_no_rounding_mode_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_dot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_double_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_double_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_dstack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_einsum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_einsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_empty_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_empty_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_empty_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_empty_permuted_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_equal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_equal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_exp2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_exp2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_expand_as_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_expand_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_expand_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_expm1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_exponential_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_fft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_fftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_fftshift_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_fftshift_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_hfft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_hfft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_hfftn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_ifft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_ifft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_ifftn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_ifftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_ihfft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_ihfftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_irfft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_rfftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fill_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flatten_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fliplr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fliplr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flipud_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_float_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_frexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_full_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_full_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_geometric_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_hash_tensor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_heaviside_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_hsplit_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_hypot_cuda_float64, 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test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pairwise_distance_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pixel_shuffle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pixel_unshuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_poisson_nll_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_rms_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_softplus_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_softsign_cuda_complex128, 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test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_to_sparse_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_transpose_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_trapezoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_trapz_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tril_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_triu_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_triu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_true_divide_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unbind_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unbind_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unbind_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unfold_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_uniform_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_uniform_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unsafe_split_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unsqueeze_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unsqueeze_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_unbiased_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_view_as_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_view_as_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_view_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_xlogy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zeros_like_cuda_float64 2025-10-10T02:55:06.0034222Z 2025-10-10T02:55:06.0034385Z Running torch_np/test_basic 1/1 ... [2025-10-10 02:55:05.904898] 2025-10-10T02:55:06.0034703Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:55:06.0035520Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_basic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:55:05.905216] 2025-10-10T02:55:11.5950385Z 2025-10-10T02:55:11.5951771Z torch_np/test_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_basic_1.1_87cde27e8def5e2b_.log 2025-10-10T02:55:11.6164348Z Running 453 items in this shard: test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func0, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func1, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func10, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func11, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func12, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func13, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func14, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func15, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func16, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func17, 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test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func1_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func1_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func1_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func1_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func2_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func2_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func2_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func2_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func3_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func3_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func3_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func3_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func4_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func4_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func4_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func4_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func5_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func5_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func5_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func5_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func6_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func6_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func6_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func6_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func7_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func7_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func7_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func7_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func8_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func8_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func8_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func8_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func9_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func9_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func9_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func9_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func0_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func0_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func0_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func0_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func10_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func10_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func10_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func10_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func1_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func1_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func1_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func1_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func2_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func2_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func2_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func2_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func3_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func3_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func3_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func3_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func4_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func4_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func4_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func4_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func5_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func5_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func5_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func5_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func6_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func6_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func6_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func6_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func7_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func7_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func7_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func7_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func8_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func8_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func8_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func8_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func9_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func9_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func9_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func9_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func0_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func0_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func0_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func0_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func10_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func10_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func10_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func10_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func1_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func1_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func1_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func1_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func2_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func2_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func2_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func2_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func3_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func3_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func3_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func3_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func4_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func4_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func4_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func4_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func5_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func5_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func5_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func5_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func6_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func6_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func6_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func6_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func7_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func7_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func7_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func7_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func8_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func8_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func8_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func8_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func9_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func9_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func9_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func9_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_array_func0_axes0, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_array_func0_axes1, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_array_func0_axes2, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_list_func0_axes0, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_list_func0_axes1, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_list_func0_axes2, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_tensor_func0_axes0, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_tensor_func0_axes1, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_tensor_func0_axes2, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_array_func0, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_array_func1, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_array_func2, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_array_func3, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_array_func4, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_list_func0, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_list_func1, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_list_func2, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_list_func3, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_list_func4, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_tensor_func0, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_tensor_func1, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_tensor_func2, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_tensor_func3, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_tensor_func4, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_array_func0_np_func0, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_array_func1_np_func1, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_array_func2_np_func2, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_list_func0_np_func0, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_list_func1_np_func1, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_list_func2_np_func2, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_tensor_func0_np_func0, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_tensor_func1_np_func1, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_tensor_func2_np_func2, test/torch_np/test_basic.py::TestShapeLikeToArray::test_shape_func0, test/torch_np/test_basic.py::TestShapeLikeToArray::test_shape_func1, test/torch_np/test_basic.py::TestShapeLikeToArray::test_shape_func2, test/torch_np/test_basic.py::TestShapeLikeToArray::test_shape_func3, test/torch_np/test_basic.py::TestSequenceOfArrays::test_several_func0, test/torch_np/test_basic.py::TestSequenceOfArrays::test_several_func1, test/torch_np/test_basic.py::TestSequenceOfArrays::test_several_func2, test/torch_np/test_basic.py::TestSequenceOfArrays::test_several_func3, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_array_func0, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_array_func1, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_array_func2, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_array_func3, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_list_func0, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_list_func1, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_list_func2, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_list_func3, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_tensor_func0, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_tensor_func1, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_tensor_func2, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_tensor_func3, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func0, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func1, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func2, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func3, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func4, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func5, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func6, test/torch_np/test_basic.py::TestArrayToSequence::test_asarray_array_func0, test/torch_np/test_basic.py::TestArrayToSequence::test_asarray_array_func1, test/torch_np/test_basic.py::TestArrayToSequence::test_asarray_list_func0, test/torch_np/test_basic.py::TestArrayToSequence::test_asarray_list_func1, test/torch_np/test_basic.py::TestArrayToSequence::test_asarray_tensor_func0, test/torch_np/test_basic.py::TestArrayToSequence::test_asarray_tensor_func1, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func0_args0, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func1_args1, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func2_args2, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func3_args3, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func4_args4, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func5_args5, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func6_args6, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func7_args7, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func8_args8, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func9_args9, test/torch_np/test_basic.py::TestNormalizations::test_too_few_args_positional, test/torch_np/test_basic.py::TestNormalizations::test_unknown_args, test/torch_np/test_basic.py::TestNormalizations::test_unknown_args_with_defaults, test/torch_np/test_basic.py::TestCopyTo::test_copyto_basic, test/torch_np/test_basic.py::TestCopyTo::test_copyto_typecast, test/torch_np/test_basic.py::TestCopyTo::test_copytobcast, test/torch_np/test_basic.py::TestDivmod::test_divmod_no_out, test/torch_np/test_basic.py::TestDivmod::test_divmod_out, test/torch_np/test_basic.py::TestDivmod::test_divmod_out_both_pos_and_kw, test/torch_np/test_basic.py::TestDivmod::test_divmod_out_list, test/torch_np/test_basic.py::TestDivmod::test_divmod_pos_only, test/torch_np/test_basic.py::TestSmokeNotImpl::test_nimpl_basic, test/torch_np/test_basic.py::TestDefaultDtype::test_defaultdtype_defaults, test/torch_np/test_basic.py::TestDefaultDtype::test_set_default_float_dt_float32, test/torch_np/test_basic.py::TestDefaultDtype::test_set_default_float_dt_pytorch, test/torch_np/test_basic.py::TestDefaultDtype::test_set_default_float_float32, test/torch_np/test_basic.py::TestExport::test_exported_objects, test/torch_np/test_basic.py::TestCtorNested::test_arrays_in_lists, test/torch_np/test_basic.py::TestMisc::test_f16_on_cuda, test/torch_np/test_basic.py::TestMisc::test_ndarrays_to_tensors 2025-10-10T02:55:11.6300289Z 2025-10-10T02:55:11.6300491Z Running torch_np/test_binary_ufuncs 1/1 ... [2025-10-10 02:55:11.596117] 2025-10-10T02:55:11.6300902Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:55:11.6301905Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_binary_ufuncs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:55:11.596792] 2025-10-10T02:55:12.0235367Z 2025-10-10T02:55:12.0237800Z torch_np/numpy_tests/linalg/test_linalg 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.linalg.test_linalg_1.1_90d8cdfe85189c1c_.log 2025-10-10T02:55:12.0328884Z Running 268 items in this shard: test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_0_size_k, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_0_size, 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test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size2_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size1_outer_size2_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size0_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size0_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size0_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size0_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size1_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size1_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size1_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size1_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size2_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size2_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size2_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size2_outer_size2_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size0_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size0_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size0_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size0_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size1_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size1_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size1_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size1_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size2_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size2_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size2_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size3_outer_size2_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size0_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size0_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size0_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size0_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size1_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size1_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size1_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size1_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size2_dt0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size2_dt1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size2_dt2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestQR::test_stacked_inputs_size4_outer_size2_dt3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape0_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape0_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape0_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape0_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape1_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape1_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape1_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape1_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape2_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape2_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape2_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape2_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape3_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape3_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape3_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape3_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape4_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape4_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape4_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape4_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc::test_byteorder_check, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc::test_generalized_raise_multiloop, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc::test_sdot_bug_8577, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc::test_xerbla_override, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_basic_function_with_dynamic_programming_optimization, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_basic_function_with_three_arguments, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_basic_function_with_two_arguments, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_dynamic_programming_logic, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_dynamic_programming_optimization_and_out, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_three_arguments_and_out, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_too_few_input_arrays, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_two_arguments_and_out, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_vector_as_first_and_last_argument, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_vector_as_first_argument, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_vector_as_last_argument, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_non_square_handling_arr0_ind_2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_non_square_handling_arr1_ind_1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_ind_limit_ind_-2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_ind_limit_ind_0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_result, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_shape_shape0_ind_2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_shape_shape1_ind_1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_non_square_handling_a0_axes0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_non_square_handling_a1_axes1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_tensorsolve_result_shape0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_tensorsolve_result_shape1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_tensorsolve_result_shape2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc2::test_blas64_dot, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc2::test_blas64_geqrf_lwork_smoketest, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc2::test_unsupported_commontype 2025-10-10T02:55:12.0392171Z 2025-10-10T02:55:12.0392330Z Running torch_np/test_dtype 1/1 ... [2025-10-10 02:55:12.024220] 2025-10-10T02:55:12.0392640Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:55:12.0393472Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_dtype.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:55:12.024807] 2025-10-10T02:55:14.7689030Z 2025-10-10T02:55:14.7691152Z torch_np/test_binary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_binary_ufuncs_1.1_9277d92a4d5ff2eb_.log 2025-10-10T02:55:14.7710563Z Running 38 items in this shard: test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_add, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_arctan2, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_bitwise_and, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_bitwise_or, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_bitwise_xor, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_copysign, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_divide, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_float_power, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_floor_divide, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_fmax, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_fmin, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_fmod, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_gcd, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_greater, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_greater_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_heaviside, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_hypot, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_lcm, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_ldexp, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_left_shift, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_less, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_less_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logaddexp, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logaddexp2, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logical_and, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logical_or, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logical_xor, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_matmul, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_maximum, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_minimum, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_multiply, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_nextafter, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_not_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_power, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_remainder, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_right_shift, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_subtract 2025-10-10T02:55:14.7730483Z 2025-10-10T02:55:14.7730888Z Running torch_np/test_function_base 1/1 ... [2025-10-10 02:55:14.768982] 2025-10-10T02:55:14.7731660Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:55:14.7733533Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_function_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:55:14.769595] 2025-10-10T02:55:15.2968114Z 2025-10-10T02:55:15.2968837Z torch_np/test_dtype 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_dtype_1.1_91a553256f3e3ff5_.log 2025-10-10T02:55:15.2979725Z Running 44 items in this shard: test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'bool_', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'complex128', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'complex64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'float16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'float32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'float64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_bool, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'bool_', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'complex128', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'complex64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'float16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'float32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'float64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.bool_, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.complex128, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.complex64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.dtype('bool'), test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.float16, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.float32, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.float64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int16, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int32, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int8, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint16, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint32, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint8 2025-10-10T02:55:15.2989930Z 2025-10-10T02:55:15.2990101Z Running torch_np/test_indexing 1/1 ... [2025-10-10 02:55:15.296835] 2025-10-10T02:55:15.2990424Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:55:15.2991219Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_indexing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:55:15.297132] 2025-10-10T02:55:17.8409016Z 2025-10-10T02:55:17.8409804Z torch_np/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_function_base_1.1_21a7603be63cd243_.log 2025-10-10T02:55:17.8410865Z Running 1 items in this shard: test/torch_np/test_function_base.py::TestAppend::test_basic 2025-10-10T02:55:17.8411177Z 2025-10-10T02:55:17.8411504Z Running torch_np/test_nep50_examples 1/1 ... [2025-10-10 02:55:17.840846] 2025-10-10T02:55:17.8411950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:55:17.8413476Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_nep50_examples.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:55:17.841179] 2025-10-10T02:55:22.4783332Z 2025-10-10T02:55:22.4784514Z torch_np/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_indexing_1.1_e6734ee9818c53b5_.log 2025-10-10T02:55:22.4787133Z Running 5 items in this shard: test/torch_np/test_indexing.py::TestAdvancedIndexing::test_advanced_separation_patterns, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_broadcast_and_numpy_compatibility, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_comprehensive_indexing, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_ellipsis, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_special_index_types 2025-10-10T02:55:22.4789038Z 2025-10-10T02:55:22.4789589Z Running torch_np/test_random 1/1 ... [2025-10-10 02:55:22.477998] 2025-10-10T02:55:22.4790032Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:55:22.4790825Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_random.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:55:22.478312] 2025-10-10T02:55:22.5248674Z 2025-10-10T02:55:22.5249219Z torch_np/test_nep50_examples 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_nep50_examples_1.1_5e041213c55b8066_.log 2025-10-10T02:55:22.5757440Z Running 1573 items in this shard: test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_3j + array(3, complex64), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_True + uint8(2), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array(1_0, float32) + 1e-14 == 1_0, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([0_1], float32) == float64(0_1), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([100], uint8) + 200, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + 1, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + 200, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + 300, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + array(1, int64), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + int64(1), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_0], float32) + 1e-14 == 1_0, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + 3, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + array(1_, float64), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + float64(1_), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + int64(3), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_bool_(True) + 1, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_float32(1) + 1j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_float32(1) + 3e100, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_float32(5) + 5j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_int16(2) + 2, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_int16(4) + 4j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_int32(1) + 5j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_uint8(1) + 2, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_uint8(1) + 300, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_uint8(100) + 200, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array16, 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test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array6, 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test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar27_array27_dtype27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar28_array28_dtype28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar29_array29_dtype29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar30_array30_dtype30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar31_array31_dtype31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar32_array32_dtype32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar33_array33_dtype33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar34_array34_dtype34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar35_array35_dtype35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array10_dtype10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array11_dtype11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array12_dtype12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array13_dtype13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array14_dtype14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array15_dtype15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array16_dtype16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array17_dtype17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array9_dtype9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array18_dtype18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array19_dtype19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array20_dtype20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array21_dtype21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array22_dtype22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array23_dtype23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array24_dtype24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array25_dtype25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array26_dtype26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array0_dtype0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array1_dtype1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array2_dtype2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array3_dtype3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array4_dtype4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array5_dtype5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array6_dtype6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array7_dtype7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array8_dtype8 2025-10-10T02:55:22.6247441Z 2025-10-10T02:55:22.6247617Z Running torch_np/test_reductions 1/1 ... [2025-10-10 02:55:22.527260] 2025-10-10T02:55:22.6247970Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:55:22.6249044Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_reductions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:55:22.527610] 2025-10-10T02:55:25.7505717Z 2025-10-10T02:55:25.7507848Z torch_np/test_random 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_random_1.1_a81627893b8f4aa2_.log 2025-10-10T02:55:25.7532692Z Running 41 items in this shard: test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_random_sample, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_random_sample, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_random_sample, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_random_sample, test/torch_np/test_random.py::TestShuffle::test_1d_use_numpy_False, test/torch_np/test_random.py::TestShuffle::test_1d_use_numpy_True, test/torch_np/test_random.py::TestShuffle::test_2d_use_numpy_False, test/torch_np/test_random.py::TestShuffle::test_2d_use_numpy_True, test/torch_np/test_random.py::TestShuffle::test_shuffle_list_use_numpy_False, test/torch_np/test_random.py::TestShuffle::test_shuffle_list_use_numpy_True, test/torch_np/test_random.py::TestChoice::test_choice_use_numpy_False, test/torch_np/test_random.py::TestChoice::test_choice_use_numpy_True, test/torch_np/test_random.py::TestNumpyGlobal::test_numpy_global 2025-10-10T02:55:25.7556640Z 2025-10-10T02:55:25.7557326Z Running torch_np/test_scalars_0D_arrays 1/1 ... [2025-10-10 02:55:25.750367] 2025-10-10T02:55:25.7558830Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:55:25.7561449Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_scalars_0D_arrays.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:55:25.750921] 2025-10-10T02:55:28.1083346Z 2025-10-10T02:55:28.1084709Z torch_np/test_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_reductions_1.1_b973798456f60ea6_.log 2025-10-10T02:55:28.1681615Z Running 966 items in this shard: test/torch_np/test_reductions.py::TestFlatnonzero::test_basic, test/torch_np/test_reductions.py::TestAny::test_basic, test/torch_np/test_reductions.py::TestAny::test_method_vs_function, test/torch_np/test_reductions.py::TestAny::test_nd, test/torch_np/test_reductions.py::TestAll::test_basic, test/torch_np/test_reductions.py::TestAll::test_method_vs_function, test/torch_np/test_reductions.py::TestAll::test_nd, test/torch_np/test_reductions.py::TestMean::test_mean, test/torch_np/test_reductions.py::TestMean::test_mean_float16, test/torch_np/test_reductions.py::TestMean::test_mean_values, test/torch_np/test_reductions.py::TestMean::test_mean_where, test/torch_np/test_reductions.py::TestSum::test_sum, test/torch_np/test_reductions.py::TestSum::test_sum_boolean, test/torch_np/test_reductions.py::TestSum::test_sum_complex_1_dt0, test/torch_np/test_reductions.py::TestSum::test_sum_complex_1_dt1, test/torch_np/test_reductions.py::TestSum::test_sum_complex_2_dt0, test/torch_np/test_reductions.py::TestSum::test_sum_complex_2_dt1, test/torch_np/test_reductions.py::TestSum::test_sum_dtypes_2, test/torch_np/test_reductions.py::TestSum::test_sum_dtypes_warnings, test/torch_np/test_reductions.py::TestSum::test_sum_initial, test/torch_np/test_reductions.py::TestSum::test_sum_stability, test/torch_np/test_reductions.py::TestSum::test_sum_where, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func9, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func10, 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test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func4_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func4_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func4_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func5_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func6_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func9, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_array_axis_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_array_axis_func1, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_bad_tuple_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_bad_tuple_func1, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_empty_generic_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_empty_generic_func1, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_bad_axis_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_bad_axis_func1 2025-10-10T02:55:28.1942145Z 2025-10-10T02:55:28.1942383Z Running torch_np/test_ufuncs_basic 1/1 ... [2025-10-10 02:55:28.110794] 2025-10-10T02:55:28.1942826Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:55:28.1943711Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_ufuncs_basic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:55:28.111404] 2025-10-10T02:55:29.0234024Z 2025-10-10T02:55:29.0235529Z torch_np/test_scalars_0D_arrays 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_scalars_0D_arrays_1.1_0e8e605c5028068e_.log 2025-10-10T02:55:29.0254993Z Running 33 items in this shard: test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_scalar_comparisons, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value0, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value1, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value10, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value11, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value4, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value5, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value6, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value7, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value8, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value9, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value_s, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value_string, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_0D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_1D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_2D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_float32, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_int, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_list, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_list-list, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_literal 2025-10-10T02:55:29.0273792Z 2025-10-10T02:55:29.0274241Z Running torch_np/test_unary_ufuncs 1/1 ... [2025-10-10 02:55:29.023369] 2025-10-10T02:55:29.0275220Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:55:29.0278107Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_unary_ufuncs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:55:29.024004] 2025-10-10T02:55:32.2854154Z 2025-10-10T02:55:32.2855540Z torch_np/test_ufuncs_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_ufuncs_basic_1.1_9570ca0d456d6c2a_.log 2025-10-10T02:55:32.2964960Z Running 371 items in this shard: test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_scalar_ufunc0, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_equiv_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_equiv_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_equiv_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_no_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_no_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_no_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_safe_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_safe_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_safe_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_same_kind_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_same_kind_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_same_kind_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_unsafe_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_unsafe_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_unsafe_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_ufunc0, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_broadcast_ufunc0, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_equiv_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_equiv_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_equiv_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_no_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_no_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_no_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_safe_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_safe_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_safe_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_same_kind_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_same_kind_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_same_kind_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_unsafe_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_unsafe_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_unsafe_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc0, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc1, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc10, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc11, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc12, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc13, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc14, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc15, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc16, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc2, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc3, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc4, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc5, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc6, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc7, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc8, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc9, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc0, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc1, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc10, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc11, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc12, 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test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc13_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc13_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc14_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc14_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc14_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc15_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc15_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc15_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc16_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc16_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc16_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc1_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc1_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc1_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc2_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc2_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc2_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc3_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc3_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc3_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc4_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc4_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc4_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc5_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc5_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc5_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc6_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc6_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc6_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc7_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc7_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc7_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc8_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc8_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc8_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc9_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc9_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc9_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc10_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc10_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc10_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc11_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc11_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc11_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc12_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc12_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc12_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc13_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc13_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc13_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc14_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc14_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc14_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc15_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc15_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc15_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc16_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc16_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc16_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc1_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc1_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc1_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc2_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc2_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc2_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc3_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc3_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc3_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc4_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc4_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc4_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc5_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc5_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc5_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc6_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc6_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc6_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc7_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc7_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc7_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc8_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc8_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc8_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc9_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc9_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc9_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc10_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc10_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc10_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc11_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc11_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc11_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc12_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc12_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc12_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc13_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc13_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc13_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc14_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc14_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc14_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc15_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc15_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc15_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc16_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc16_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc16_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc1_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc1_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc1_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc2_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc2_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc2_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc3_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc3_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc3_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc4_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc4_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc4_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc5_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc5_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc5_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc6_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc6_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc6_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc7_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc7_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc7_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc8_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc8_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc8_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc9_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc9_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc9_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_basic_ufunc0_op0_iop0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_basic_ufunc1_op1_iop1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_basic_ufunc2_op2_iop2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_bcast_ufunc0_op0_iop0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_bcast_ufunc1_op1_iop1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_bcast_ufunc2_op2_iop2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc0_op0_iop0_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc0_op0_iop0_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc0_op0_iop0_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc0_op0_iop0_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc1_op1_iop1_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc1_op1_iop1_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc1_op1_iop1_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc1_op1_iop1_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc2_op2_iop2_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc2_op2_iop2_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc2_op2_iop2_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc2_op2_iop2_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc0_op0_iop0_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc0_op0_iop0_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc0_op0_iop0_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc0_op0_iop0_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc1_op1_iop1_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc1_op1_iop1_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc1_op1_iop1_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc1_op1_iop1_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc2_op2_iop2_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc2_op2_iop2_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc2_op2_iop2_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc2_op2_iop2_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestUfuncDtypeKwd::test_binary_ufunc_dtype, test/torch_np/test_ufuncs_basic.py::TestUfuncDtypeKwd::test_binary_ufunc_dtype_and_out 2025-10-10T02:55:32.3072483Z 2025-10-10T02:55:32.3072685Z Running typing/test_python_operators 1/1 ... [2025-10-10 02:55:32.285661] 2025-10-10T02:55:32.3073115Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-10-10T02:55:32.3074033Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'typing/test_python_operators.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-10-10 02:55:32.285958] 2025-10-10T02:55:32.3463019Z 2025-10-10T02:55:32.3464209Z torch_np/test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_unary_ufuncs_1.1_17312d037fa05463_.log 2025-10-10T02:55:32.3482118Z Running 42 items in this shard: test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_absolute, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arccos, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arccosh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arcsin, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arcsinh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arctan, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arctanh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_cbrt, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_ceil, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_conjugate, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_cos, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_cosh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_deg2rad, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_degrees, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_exp, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_exp2, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_expm1, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_fabs, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_floor, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_isfinite, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_isinf, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_isnan, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log10, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log1p, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log2, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_logical_not, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_negative, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_positive, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_rad2deg, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_radians, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_reciprocal, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_rint, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sign, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_signbit, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sin, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sinh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sqrt, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_square, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_tan, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_tanh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_trunc 2025-10-10T02:55:32.3496056Z 2025-10-10T02:55:36.0587774Z 2025-10-10T02:55:36.0589261Z typing/test_python_operators 1/1 was successful, full logs can be found in artifacts with path test/test-reports/typing.test_python_operators_1.1_333523e4f8912b1e_.log 2025-10-10T02:55:36.0768930Z Running 318 items in this shard: test/typing/test_python_operators.py::TestPythonOperators::test_binary_a100_op_%_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a101_op_%_b101, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a102_op_%_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a103_op_%_b103, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a104_op_*_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a105_op_*_b105, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a106_op_*_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a107_op_*_b107, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a108_op_**_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a109_op_**_b109, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a110_op_**_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a111_op_**_b111, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a112_op_+_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a113_op_+_b113, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a114_op_+_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a115_op_+_b115, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a116_op_-_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a117_op_-_b117, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a118_op_-_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a119_op_-_b119, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a120_op_/_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a121_op_/_b121, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a122_op_/_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a123_op_/_b123, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a124_op_//_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a125_op_//_b125, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a126_op_//_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a127_op_//_b127, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a128_op_&_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a129_op_&_b129, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a130_op_&_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a131_op_&_b131, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a132_op_<<_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a133_op_<<_b133, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a134_op_<<_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a135_op_<<_b135, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a136_op_>>_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a137_op_>>_b137, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a138_op_>>_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a139_op_>>_b139, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a140_op_^_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a141_op_^_b141, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a142_op_^_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a143_op_^_b143, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a144_op_|_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a145_op_|_b145, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a146_op_|_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a147_op_|_b147, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a148_op_@_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a149_op_@_b149, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a150_op_@_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a151_op_@_b151, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a228_op_!=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a229_op_!=_b229, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a230_op_!=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a231_op_!=_b231, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a232_op_<_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a233_op_<_b233, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a234_op_<_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a235_op_<_b235, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a236_op_<=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a237_op_<=_b237, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a238_op_<=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a239_op_<=_b239, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a240_op_==_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a241_op_==_b241, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a242_op_==_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a243_op_==_b243, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a244_op_>_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a245_op_>_b245, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a246_op_>_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a247_op_>_b247, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a248_op_>=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a249_op_>=_b249, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a250_op_>=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a251_op_>=_b251, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a252_op_%_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a253_op_%_b253, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a254_op_%_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a255_op_%_b255, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a256_op_*_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a257_op_*_b257, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a258_op_*_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a259_op_*_b259, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a260_op_**_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a261_op_**_b261, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a262_op_**_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a263_op_**_b263, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a264_op_+_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a265_op_+_b265, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a266_op_+_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a267_op_+_b267, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a268_op_-_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a269_op_-_b269, 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test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_@_b225, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_@_b227, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_@_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_@_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_^_b217, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_^_b219, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_^_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_^_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_|_b221, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_|_b223, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_|_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_|_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_operators_are_correct_and_complete, test/typing/test_python_operators.py::TestPythonOperators::test_type_tests_are_complete, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_+_a1, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_+_a3, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_+_a_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_+_a_3, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_-_a5, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_-_a7, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_-_a_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_-_a_3, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_~_a11, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_~_a9, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_~_a_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_~_a_3 2025-10-10T02:55:36.0942212Z 2025-10-10T02:55:36.8785947Z Running test batch 'tests to run' cost 8360.07 seconds 2025-10-10T02:55:37.5421859Z 2025-10-10T02:55:37.5422568Z real 139m24.642s 2025-10-10T02:55:37.5423249Z user 1009m24.426s 2025-10-10T02:55:37.5423935Z sys 108m25.108s 2025-10-10T02:55:37.5424648Z + assert_git_not_dirty 2025-10-10T02:55:37.5425424Z + [[ linux-jammy-rocm-py3.10 != *rocm* ]] 2025-10-10T02:55:37.5426310Z + sccache_epilogue 2025-10-10T02:55:37.5427038Z + echo '::group::Sccache Compilation Log' 2025-10-10T02:55:37.5428290Z ##[group]Sccache Compilation Log 2025-10-10T02:55:37.5429189Z + echo '=================== sccache compilation log ===================' 2025-10-10T02:55:37.5430297Z =================== sccache compilation log =================== 2025-10-10T02:55:37.5431584Z + python /var/lib/jenkins/pytorch/.ci/pytorch/print_sccache_log.py /var/lib/jenkins/sccache_error.log 2025-10-10T02:55:37.5552161Z + echo '=========== If your build fails, please take a look at the log above for possible reasons ===========' 2025-10-10T02:55:37.5553917Z =========== If your build fails, please take a look at the log above for possible reasons =========== 2025-10-10T02:55:37.5555142Z + sccache --show-stats 2025-10-10T02:55:37.5607785Z Compile requests 9930 2025-10-10T02:55:37.5608881Z Compile requests executed 425 2025-10-10T02:55:37.5609693Z Cache hits 16 2025-10-10T02:55:37.5610510Z Cache hits (C/C++) 16 2025-10-10T02:55:37.5611282Z Cache misses 408 2025-10-10T02:55:37.5612273Z Cache misses (C/C++) 402 2025-10-10T02:55:37.5612984Z Cache misses (HIP) 6 2025-10-10T02:55:37.5614408Z Cache hits rate 3.77 % 2025-10-10T02:55:37.5615203Z Cache hits rate (C/C++) 3.83 % 2025-10-10T02:55:37.5615981Z Cache hits rate (HIP) 0.00 % 2025-10-10T02:55:37.5616778Z Cache timeouts 0 2025-10-10T02:55:37.5617536Z Cache read errors 0 2025-10-10T02:55:37.5618887Z Forced recaches 0 2025-10-10T02:55:37.5619850Z Cache write errors 0 2025-10-10T02:55:37.5620592Z Cache errors 0 2025-10-10T02:55:37.5621482Z Compilations 408 2025-10-10T02:55:37.5622206Z Compilation failures 1 2025-10-10T02:55:37.5622935Z Non-cacheable compilations 0 2025-10-10T02:55:37.5623938Z Non-cacheable calls 258 2025-10-10T02:55:37.5624710Z Non-compilation calls 9247 2025-10-10T02:55:37.5625481Z Unsupported compiler calls 0 2025-10-10T02:55:37.5626196Z Average cache write 0.000 s 2025-10-10T02:55:37.5647501Z Average compiler 2.920 s 2025-10-10T02:55:37.5648125Z Average cache read hit 0.000 s 2025-10-10T02:55:37.5648715Z Failed distributed compilations 0 2025-10-10T02:55:37.5649099Z 2025-10-10T02:55:37.5649290Z Non-cacheable reasons: 2025-10-10T02:55:37.5649762Z unknown source language 186 2025-10-10T02:55:37.5650307Z -E 72 2025-10-10T02:55:37.5650692Z 2025-10-10T02:55:37.5651081Z Cache location Local disk: "/var/lib/jenkins/.cache/sccache" 2025-10-10T02:55:37.5651863Z Use direct/preprocessor mode? yes 2025-10-10T02:55:37.5652436Z Version (client) 0.10.0 2025-10-10T02:55:37.5652994Z Cache size 21 MiB 2025-10-10T02:55:37.5653561Z Max cache size 10 GiB 2025-10-10T02:55:37.5654119Z + sccache --stop-server 2025-10-10T02:55:37.5654622Z Stopping sccache server... 2025-10-10T02:55:37.5657204Z Compile requests 9930 2025-10-10T02:55:37.5657777Z Compile requests executed 425 2025-10-10T02:55:37.5658308Z Cache hits 16 2025-10-10T02:55:37.5658816Z Cache hits (C/C++) 16 2025-10-10T02:55:37.5659312Z Cache misses 408 2025-10-10T02:55:37.5659811Z Cache misses (C/C++) 402 2025-10-10T02:55:37.5660367Z Cache misses (HIP) 6 2025-10-10T02:55:37.5660892Z Cache hits rate 3.77 % 2025-10-10T02:55:37.5661442Z Cache hits rate (C/C++) 3.83 % 2025-10-10T02:55:37.5661989Z Cache hits rate (HIP) 0.00 % 2025-10-10T02:55:37.5662525Z Cache timeouts 0 2025-10-10T02:55:37.5663096Z Cache read errors 0 2025-10-10T02:55:37.5663626Z Forced recaches 0 2025-10-10T02:55:37.5664176Z Cache write errors 0 2025-10-10T02:55:37.5664682Z Cache errors 0 2025-10-10T02:55:37.5665198Z Compilations 408 2025-10-10T02:55:37.5665713Z Compilation failures 1 2025-10-10T02:55:37.5666247Z Non-cacheable compilations 0 2025-10-10T02:55:37.5666776Z Non-cacheable calls 258 2025-10-10T02:55:37.5667300Z Non-compilation calls 9247 2025-10-10T02:55:37.5667844Z Unsupported compiler calls 0 2025-10-10T02:55:37.5668399Z Average cache write 0.000 s 2025-10-10T02:55:37.5668932Z Average compiler 2.920 s 2025-10-10T02:55:37.5669240Z Average cache read hit 0.000 s 2025-10-10T02:55:37.5669536Z Failed distributed compilations 0 2025-10-10T02:55:37.5669724Z 2025-10-10T02:55:37.5669828Z Non-cacheable reasons: 2025-10-10T02:55:37.5670087Z unknown source language 186 2025-10-10T02:55:37.5670367Z -E 72 2025-10-10T02:55:37.5670542Z 2025-10-10T02:55:37.5670731Z Cache location Local disk: "/var/lib/jenkins/.cache/sccache" 2025-10-10T02:55:37.5671276Z Use direct/preprocessor mode? yes 2025-10-10T02:55:37.5671567Z Version (client) 0.10.0 2025-10-10T02:55:37.5671963Z Cache size 21 MiB 2025-10-10T02:55:37.5672269Z Max cache size 10 GiB 2025-10-10T02:55:37.5672561Z + echo ::endgroup:: 2025-10-10T02:55:37.5672958Z ##[endgroup] 2025-10-10T02:55:37.5762525Z ##[group]Run # copy test results back to the mounted workspace, needed sudo, resulting permissions were correct 2025-10-10T02:55:37.5763461Z # copy test results back to the mounted workspace, needed sudo, resulting permissions were correct 2025-10-10T02:55:37.5764373Z docker exec -t "a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404" sh -c "cd ../pytorch && sudo cp -R test/test-reports ../workspace/test" 2025-10-10T02:55:37.5798539Z shell: /usr/bin/bash -e {0} 2025-10-10T02:55:37.5798920Z env: 2025-10-10T02:55:37.5799226Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:37.5799820Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:37.5800781Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:37.5801696Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:37.5803287Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:37.5804692Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:37.5804997Z AWS_REGION: us-east-1 2025-10-10T02:55:37.5805365Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:37.5805704Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:37.5811095Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:37.5811788Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:37.5812541Z ##[endgroup] 2025-10-10T02:55:37.7298772Z ##[group]Run cat test/**/*_toprint.log || true 2025-10-10T02:55:37.7299526Z cat test/**/*_toprint.log || true 2025-10-10T02:55:37.7335234Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T02:55:37.7335582Z env: 2025-10-10T02:55:37.7335788Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:37.7336172Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:37.7336724Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:37.7337240Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:37.7338642Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:37.7340392Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:37.7340796Z AWS_REGION: us-east-1 2025-10-10T02:55:37.7341302Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:37.7341937Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:37.7349782Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:37.7350631Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:37.7351294Z ##[endgroup] 2025-10-10T02:55:37.7493212Z cat: 'test/**/*_toprint.log': No such file or directory 2025-10-10T02:55:37.7588358Z Prepare all required actions 2025-10-10T02:55:37.7588885Z Getting action download info 2025-10-10T02:55:38.2466393Z Download action repository 'seemethere/upload-artifact-s3@v5' (SHA:baba72d0712b404f646cebe0730933554ebce96a) 2025-10-10T02:55:38.8370039Z Download action repository 'actions/upload-artifact@v4' (SHA:ea165f8d65b6e75b540449e92b4886f43607fa02) 2025-10-10T02:55:39.5353115Z ##[group]Run ./.github/actions/upload-test-artifacts 2025-10-10T02:55:39.5353390Z with: 2025-10-10T02:55:39.5353557Z use-gha: true 2025-10-10T02:55:39.5353799Z file-suffix: test-default-5-6-linux.rocm.gpu.2_52406492291 2025-10-10T02:55:39.5354087Z s3-bucket: gha-artifacts 2025-10-10T02:55:39.5354442Z env: 2025-10-10T02:55:39.5354607Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:39.5354906Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:39.5355338Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:39.5355764Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:39.5356471Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:39.5357206Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:39.5357416Z AWS_REGION: us-east-1 2025-10-10T02:55:39.5357674Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:39.5357956Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:39.5361972Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:39.5362301Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:39.5362650Z ##[endgroup] 2025-10-10T02:55:39.5421331Z ##[group]Run actions/upload-artifact@v4 2025-10-10T02:55:39.5421580Z with: 2025-10-10T02:55:39.5421897Z name: test-jsons-runattempt1-test-default-5-6-linux.rocm.gpu.2_52406492291.zip 2025-10-10T02:55:39.5422278Z retention-days: 14 2025-10-10T02:55:39.5422534Z if-no-files-found: warn 2025-10-10T02:55:39.5422773Z path: test/**/*.json 2025-10-10T02:55:39.5422981Z compression-level: 6 2025-10-10T02:55:39.5423187Z overwrite: false 2025-10-10T02:55:39.5423402Z include-hidden-files: false 2025-10-10T02:55:39.5423612Z env: 2025-10-10T02:55:39.5423784Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:39.5424105Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:39.5424554Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:39.5424967Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:39.5425668Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:39.5426314Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:39.5426538Z AWS_REGION: us-east-1 2025-10-10T02:55:39.5426791Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:39.5427088Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:39.5431119Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:39.5431457Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:39.5431881Z ##[endgroup] 2025-10-10T02:55:40.2080422Z With the provided path, there will be 6 files uploaded 2025-10-10T02:55:40.2086270Z Artifact name is valid! 2025-10-10T02:55:40.2087499Z Root directory input is valid! 2025-10-10T02:55:41.6720557Z Beginning upload of artifact content to blob storage 2025-10-10T02:55:42.1793704Z Uploaded bytes 45756 2025-10-10T02:55:42.2638599Z Finished uploading artifact content to blob storage! 2025-10-10T02:55:42.2644164Z SHA256 digest of uploaded artifact zip is efc9aa817bb73c34c129dd3bf6fc4df2172aa9768d3521eda4659d7944c6cc08 2025-10-10T02:55:42.2646738Z Finalizing artifact upload 2025-10-10T02:55:42.4510956Z Artifact test-jsons-runattempt1-test-default-5-6-linux.rocm.gpu.2_52406492291.zip.zip successfully finalized. Artifact ID 4233139928 2025-10-10T02:55:42.4513300Z Artifact test-jsons-runattempt1-test-default-5-6-linux.rocm.gpu.2_52406492291.zip has been successfully uploaded! Final size is 45756 bytes. Artifact ID is 4233139928 2025-10-10T02:55:42.4524615Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/18392306192/artifacts/4233139928 2025-10-10T02:55:42.4863921Z ##[group]Run actions/upload-artifact@v4 2025-10-10T02:55:42.4864526Z with: 2025-10-10T02:55:42.4865304Z name: test-reports-runattempt1-test-default-5-6-linux.rocm.gpu.2_52406492291.zip 2025-10-10T02:55:42.4866213Z retention-days: 14 2025-10-10T02:55:42.4866702Z if-no-files-found: ignore 2025-10-10T02:55:42.4867546Z path: test/**/*.xml test/**/*.csv 2025-10-10T02:55:42.4868098Z compression-level: 6 2025-10-10T02:55:42.4868571Z overwrite: false 2025-10-10T02:55:42.4869035Z include-hidden-files: false 2025-10-10T02:55:42.4869543Z env: 2025-10-10T02:55:42.4869960Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:42.4870735Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:42.4871979Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:42.4873264Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:42.4874980Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:42.4876535Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:42.4877074Z AWS_REGION: us-east-1 2025-10-10T02:55:42.4877683Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:42.4878395Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:42.4888290Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:42.4889075Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:42.4889907Z ##[endgroup] 2025-10-10T02:55:43.1939836Z With the provided path, there will be 435 files uploaded 2025-10-10T02:55:43.1940867Z Artifact name is valid! 2025-10-10T02:55:43.1941371Z Root directory input is valid! 2025-10-10T02:55:44.7460310Z Beginning upload of artifact content to blob storage 2025-10-10T02:55:45.9594340Z Uploaded bytes 981506 2025-10-10T02:55:46.0450023Z Finished uploading artifact content to blob storage! 2025-10-10T02:55:46.0455608Z SHA256 digest of uploaded artifact zip is 9490438a5ea7cbc28c7c1b5df87b1641d5e9ee9e47a8848404d7c205af8d8d2e 2025-10-10T02:55:46.0458221Z Finalizing artifact upload 2025-10-10T02:55:46.1870967Z Artifact test-reports-runattempt1-test-default-5-6-linux.rocm.gpu.2_52406492291.zip.zip successfully finalized. Artifact ID 4233140407 2025-10-10T02:55:46.1873450Z Artifact test-reports-runattempt1-test-default-5-6-linux.rocm.gpu.2_52406492291.zip has been successfully uploaded! Final size is 981506 bytes. Artifact ID is 4233140407 2025-10-10T02:55:46.1884497Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/18392306192/artifacts/4233140407 2025-10-10T02:55:46.2256768Z ##[group]Run actions/upload-artifact@v4 2025-10-10T02:55:46.2257386Z with: 2025-10-10T02:55:46.2258074Z name: logs-runattempt1-test-default-5-6-linux.rocm.gpu.2_52406492291.zip 2025-10-10T02:55:46.2258929Z retention-days: 14 2025-10-10T02:55:46.2259433Z if-no-files-found: ignore 2025-10-10T02:55:46.2259976Z path: usage_log.txt test/**/*.log 2025-10-10T02:55:46.2260553Z compression-level: 6 2025-10-10T02:55:46.2261028Z overwrite: false 2025-10-10T02:55:46.2261505Z include-hidden-files: false 2025-10-10T02:55:46.2262009Z env: 2025-10-10T02:55:46.2262416Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:46.2263154Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:46.2264255Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:46.2265250Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:46.2267440Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:46.2269059Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:46.2269587Z AWS_REGION: us-east-1 2025-10-10T02:55:46.2270196Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:46.2270905Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:46.2280918Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:46.2281709Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:46.2282557Z ##[endgroup] 2025-10-10T02:55:46.9852030Z Multiple search paths detected. Calculating the least common ancestor of all paths 2025-10-10T02:55:46.9854770Z The least common ancestor is /home/pytorchci/actions-runner/_work/pytorch/pytorch. This will be the root directory of the artifact 2025-10-10T02:55:46.9856114Z With the provided path, there will be 434 files uploaded 2025-10-10T02:55:46.9857110Z Artifact name is valid! 2025-10-10T02:55:46.9857649Z Root directory input is valid! 2025-10-10T02:55:48.5300897Z Beginning upload of artifact content to blob storage 2025-10-10T02:55:49.9341913Z Uploaded bytes 1553221 2025-10-10T02:55:50.0168941Z Finished uploading artifact content to blob storage! 2025-10-10T02:55:50.0176028Z SHA256 digest of uploaded artifact zip is 2da0c961ed823be21730a05b1de0fd38f011e4b48c6ad430d2616108db4056a4 2025-10-10T02:55:50.0179283Z Finalizing artifact upload 2025-10-10T02:55:50.1703089Z Artifact logs-runattempt1-test-default-5-6-linux.rocm.gpu.2_52406492291.zip.zip successfully finalized. Artifact ID 4233140727 2025-10-10T02:55:50.1705580Z Artifact logs-runattempt1-test-default-5-6-linux.rocm.gpu.2_52406492291.zip has been successfully uploaded! Final size is 1553221 bytes. Artifact ID is 4233140727 2025-10-10T02:55:50.1721768Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/18392306192/artifacts/4233140727 2025-10-10T02:55:50.2130184Z ##[group]Run # shellcheck disable=SC2156 2025-10-10T02:55:50.2130929Z # shellcheck disable=SC2156 2025-10-10T02:55:50.2132015Z find . -iname "core.[1-9]*" -exec docker exec "${CONTAINER_NAME}" sh -c "gdb python {} -ex 'bt' -ex 'q'" \; 2025-10-10T02:55:50.2178140Z shell: /usr/bin/bash -e {0} 2025-10-10T02:55:50.2178680Z env: 2025-10-10T02:55:50.2179123Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:50.2179897Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:50.2181018Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:50.2182055Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:50.2183856Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:50.2185551Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:50.2186099Z AWS_REGION: us-east-1 2025-10-10T02:55:50.2186743Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:50.2187459Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:50.2197891Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:50.2198721Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:50.2199633Z ##[endgroup] 2025-10-10T02:55:50.5940967Z ##[group]Run aws-actions/configure-aws-credentials@ececac1a45f3b08a01d2dd070d28d111c5fe6722 2025-10-10T02:55:50.5941984Z with: 2025-10-10T02:55:50.5942716Z role-to-assume: arn:aws:iam::308535385114:role/gha_workflow_upload-benchmark-results 2025-10-10T02:55:50.5943605Z role-duration-seconds: 18000 2025-10-10T02:55:50.5944160Z aws-region: us-east-1 2025-10-10T02:55:50.5944676Z audience: sts.amazonaws.com 2025-10-10T02:55:50.5945183Z env: 2025-10-10T02:55:50.5945597Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:50.5946351Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:50.5947437Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:50.5948445Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:50.5950214Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:50.5951971Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:50.5952513Z AWS_REGION: us-east-1 2025-10-10T02:55:50.5953114Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:50.5953839Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:50.5963746Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:50.5964546Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:50.5965700Z ##[endgroup] 2025-10-10T02:55:50.9829677Z Assuming role with OIDC 2025-10-10T02:55:51.3430709Z Authenticated as assumedRoleId AROAUPVRELQNA5GQHA6IA:GitHubActions 2025-10-10T02:55:51.4665089Z ##[group]Run pytorch/test-infra/.github/actions/upload-benchmark-results@main 2025-10-10T02:55:51.4666010Z with: 2025-10-10T02:55:51.4666520Z benchmark-results-dir: test/test-reports 2025-10-10T02:55:51.4667408Z dry-run: false 2025-10-10T02:55:51.4667899Z schema-version: v3 2025-10-10T02:55:51.4668734Z github-token: *** 2025-10-10T02:55:51.4669239Z env: 2025-10-10T02:55:51.4669697Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:51.4670486Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:51.4671599Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:51.4672779Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:51.4674534Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:51.4676247Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:51.4676816Z AWS_REGION: us-east-1 2025-10-10T02:55:51.4677405Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:51.4678152Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:51.4687961Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:51.4688799Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:51.4689674Z ##[endgroup] 2025-10-10T02:55:51.4726963Z ##[group]Run set -eux 2025-10-10T02:55:51.4727541Z set -eux 2025-10-10T02:55:51.4728004Z  2025-10-10T02:55:51.4728472Z if [[ -n "" ]]; then 2025-10-10T02:55:51.4729025Z  source "" 2025-10-10T02:55:51.4729515Z fi 2025-10-10T02:55:51.4730221Z python3 -mpip install boto3==1.35.33 psutil==7.0.0 pynvml==12.0.0 2025-10-10T02:55:51.4731027Z  2025-10-10T02:55:51.4731476Z DEVICE_NAME="" 2025-10-10T02:55:51.4732021Z DEVICE_TYPE="" 2025-10-10T02:55:51.4732515Z  2025-10-10T02:55:51.4733015Z if command -v nvidia-smi; then 2025-10-10T02:55:51.4733883Z  # NB: I'm using PyTorch here to get the device name, however, it needs to 2025-10-10T02:55:51.4734935Z  # install the correct version of PyTorch manually for now. Any PyTorch 2025-10-10T02:55:51.4735943Z  # version is fine, I just use 2.7.1 to satify PYPIDEP linter 2025-10-10T02:55:51.4736767Z  python3 -mpip install torch==2.7.1 2025-10-10T02:55:51.4737442Z elif command -v rocminfo; then 2025-10-10T02:55:51.4738278Z  # NB: Installing torch on ROCm runner with pip here causes CI to fail 2025-10-10T02:55:51.4739330Z  # with a memoryview is too large error only on MI300 runners. Is pip 2025-10-10T02:55:51.4740345Z  # version on ROCm runner there too old? As a workaround, let's use the 2025-10-10T02:55:51.4741277Z  # GPU device name coming from rocminfo instead 2025-10-10T02:55:51.4741990Z  DEVICE_NAME=rocm 2025-10-10T02:55:51.4742928Z  DEVICE_TYPE=$(rocminfo | grep "Marketing Name" | tail -n1 | awk -F':' '{print $2}' | xargs) 2025-10-10T02:55:51.4743852Z fi 2025-10-10T02:55:51.4744294Z  2025-10-10T02:55:51.4744864Z echo "DEVICE_NAME=$DEVICE_NAME" >> $GITHUB_ENV 2025-10-10T02:55:51.4745642Z echo "DEVICE_TYPE=$DEVICE_TYPE" >> $GITHUB_ENV 2025-10-10T02:55:51.4794320Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T02:55:51.4795063Z env: 2025-10-10T02:55:51.4795521Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:51.4796319Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:51.4797447Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:51.4798757Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:51.4800897Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:51.4802505Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:51.4803074Z AWS_REGION: us-east-1 2025-10-10T02:55:51.4803696Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:51.4804625Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:51.4814470Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:51.4815350Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:51.4816235Z ##[endgroup] 2025-10-10T02:55:51.4894064Z + [[ -n '' ]] 2025-10-10T02:55:51.4894785Z + python3 -mpip install boto3==1.35.33 psutil==7.0.0 pynvml==12.0.0 2025-10-10T02:55:51.7419837Z Defaulting to user installation because normal site-packages is not writeable 2025-10-10T02:55:51.8260567Z Requirement already satisfied: boto3==1.35.33 in /home/pytorchci/.local/lib/python3.10/site-packages (1.35.33) 2025-10-10T02:55:51.8265219Z Requirement already satisfied: psutil==7.0.0 in /home/pytorchci/.local/lib/python3.10/site-packages (7.0.0) 2025-10-10T02:55:51.8275125Z Requirement already satisfied: pynvml==12.0.0 in /home/pytorchci/.local/lib/python3.10/site-packages (12.0.0) 2025-10-10T02:55:51.8311429Z Requirement already satisfied: botocore<1.36.0,>=1.35.33 in /home/pytorchci/.local/lib/python3.10/site-packages (from boto3==1.35.33) (1.35.99) 2025-10-10T02:55:51.8315477Z Requirement already satisfied: s3transfer<0.11.0,>=0.10.0 in /home/pytorchci/.local/lib/python3.10/site-packages (from boto3==1.35.33) (0.10.4) 2025-10-10T02:55:51.8320382Z Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /home/pytorchci/.local/lib/python3.10/site-packages (from boto3==1.35.33) (1.0.1) 2025-10-10T02:55:51.8470920Z Requirement already satisfied: nvidia-ml-py<13.0.0a0,>=12.0.0 in /home/pytorchci/.local/lib/python3.10/site-packages (from pynvml==12.0.0) (12.575.51) 2025-10-10T02:55:51.8513657Z Requirement already satisfied: python-dateutil<3.0.0,>=2.1 in /home/pytorchci/.local/lib/python3.10/site-packages (from botocore<1.36.0,>=1.35.33->boto3==1.35.33) (2.9.0.post0) 2025-10-10T02:55:51.8523667Z Requirement already satisfied: urllib3!=2.2.0,<3,>=1.25.4 in /usr/lib/python3/dist-packages (from botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.26.5) 2025-10-10T02:55:51.8565973Z Requirement already satisfied: six>=1.5 in /usr/lib/python3/dist-packages (from python-dateutil<3.0.0,>=2.1->botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.16.0) 2025-10-10T02:55:52.1186458Z + DEVICE_NAME= 2025-10-10T02:55:52.1187023Z + DEVICE_TYPE= 2025-10-10T02:55:52.1187537Z + command -v nvidia-smi 2025-10-10T02:55:52.1188105Z + command -v rocminfo 2025-10-10T02:55:52.1188619Z + DEVICE_NAME=rocm 2025-10-10T02:55:52.1189099Z /usr/bin/rocminfo 2025-10-10T02:55:52.1199253Z ++ rocminfo 2025-10-10T02:55:52.1204800Z ++ grep 'Marketing Name' 2025-10-10T02:55:52.1205430Z ++ tail -n1 2025-10-10T02:55:52.1208712Z ++ awk -F: '{print $2}' 2025-10-10T02:55:52.1209759Z ++ xargs 2025-10-10T02:55:52.2187212Z + DEVICE_TYPE='AMD Instinct MI210' 2025-10-10T02:55:52.2187631Z + echo DEVICE_NAME=rocm 2025-10-10T02:55:52.2187957Z + echo 'DEVICE_TYPE=AMD Instinct MI210' 2025-10-10T02:55:52.2238227Z ##[group]Run set -eux 2025-10-10T02:55:52.2238807Z set -eux 2025-10-10T02:55:52.2239265Z  2025-10-10T02:55:52.2239811Z if [[ -z "${GITHUB_TOKEN}" ]]; then 2025-10-10T02:55:52.2240529Z  echo "Missing github-token input" 2025-10-10T02:55:52.2241148Z  exit 1 2025-10-10T02:55:52.2241608Z fi 2025-10-10T02:55:52.2290131Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T02:55:52.2290876Z env: 2025-10-10T02:55:52.2291342Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:52.2292152Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:52.2293270Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:52.2294605Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:52.2297114Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:52.2298829Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:52.2299591Z AWS_REGION: us-east-1 2025-10-10T02:55:52.2300248Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:52.2301005Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:52.2310808Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:52.2311752Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:52.2312647Z DEVICE_NAME: rocm 2025-10-10T02:55:52.2313153Z DEVICE_TYPE: AMD Instinct MI210 2025-10-10T02:55:52.2314002Z GITHUB_TOKEN: *** 2025-10-10T02:55:52.2314490Z ##[endgroup] 2025-10-10T02:55:52.2388487Z + [[ -z *** ]] 2025-10-10T02:55:52.2471111Z ##[group]Run pytorch/test-infra/.github/actions/get-workflow-job-id@main 2025-10-10T02:55:52.2472073Z with: 2025-10-10T02:55:52.2472834Z github-token: *** 2025-10-10T02:55:52.2473318Z env: 2025-10-10T02:55:52.2473773Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:52.2474574Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:52.2475688Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:52.2476746Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:52.2478497Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:52.2480104Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:52.2480679Z AWS_REGION: us-east-1 2025-10-10T02:55:52.2481249Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:52.2482023Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:52.2490988Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:52.2491410Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:52.2491875Z DEVICE_NAME: rocm 2025-10-10T02:55:52.2492131Z DEVICE_TYPE: AMD Instinct MI210 2025-10-10T02:55:52.2492421Z ##[endgroup] 2025-10-10T02:55:52.2521441Z ##[group]Run set -eux 2025-10-10T02:55:52.2522000Z set -eux 2025-10-10T02:55:52.2522543Z  2025-10-10T02:55:52.2523619Z python3 "${GITHUB_ACTION_PATH}/../../scripts/get_workflow_job_id.py" "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2025-10-10T02:55:52.2568493Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T02:55:52.2569129Z env: 2025-10-10T02:55:52.2569410Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:52.2569835Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:52.2570406Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:52.2570956Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:52.2571879Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:52.2572703Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:52.2572995Z AWS_REGION: us-east-1 2025-10-10T02:55:52.2573319Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:52.2573715Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:52.2582844Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:52.2583662Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:52.2584556Z DEVICE_NAME: rocm 2025-10-10T02:55:52.2585061Z DEVICE_TYPE: AMD Instinct MI210 2025-10-10T02:55:52.2585831Z GITHUB_TOKEN: *** 2025-10-10T02:55:52.2586302Z ##[endgroup] 2025-10-10T02:55:52.2656900Z + python3 /home/pytorchci/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/get-workflow-job-id/../../scripts/get_workflow_job_id.py 18392306192 pytorch-rocm-hw-26 2025-10-10T02:55:53.0619124Z setting job-id=52406492291 2025-10-10T02:55:53.0620585Z setting job-name=linux-jammy-rocm-py3.10 / test (default, 5, 6, linux.rocm.gpu.2) 2025-10-10T02:55:53.0828934Z ##[group]Run set -eux 2025-10-10T02:55:53.0829497Z set -eux 2025-10-10T02:55:53.0829959Z  2025-10-10T02:55:53.0830410Z if [[ -n "" ]]; then 2025-10-10T02:55:53.0831227Z  source "" 2025-10-10T02:55:53.0831858Z fi 2025-10-10T02:55:53.0832306Z  2025-10-10T02:55:53.0833075Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_metadata.py" \ 2025-10-10T02:55:53.0834107Z  --schema-version "${SCHEMA_VERSION}" \ 2025-10-10T02:55:53.0834803Z  --repo "${REPO}" \ 2025-10-10T02:55:53.0835407Z  --head-branch "${HEAD_BRANCH}" \ 2025-10-10T02:55:53.0836077Z  --head-sha "${HEAD_SHA}" \ 2025-10-10T02:55:53.0836761Z  --workflow-id "${WORKFLOW_RUN_ID}" \ 2025-10-10T02:55:53.0837462Z  --run-attempt "${RUN_ATTEMPT}" \ 2025-10-10T02:55:53.0838116Z  --job-id "${JOB_ID}" \ 2025-10-10T02:55:53.0838740Z  --job-name "${JOB_NAME}" 2025-10-10T02:55:53.0881396Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T02:55:53.0882274Z env: 2025-10-10T02:55:53.0882807Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:53.0883798Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:53.0885220Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:53.0886544Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:53.0888537Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:53.0889499Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:53.0889823Z AWS_REGION: us-east-1 2025-10-10T02:55:53.0890189Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:53.0890594Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:53.0898592Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:53.0899464Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:53.0900416Z DEVICE_NAME: rocm 2025-10-10T02:55:53.0900921Z DEVICE_TYPE: AMD Instinct MI210 2025-10-10T02:55:53.0901504Z SCHEMA_VERSION: v3 2025-10-10T02:55:53.0902009Z REPO: pytorch/pytorch 2025-10-10T02:55:53.0902533Z HEAD_BRANCH: refs/heads/main 2025-10-10T02:55:53.0903189Z HEAD_SHA: 344e6365a0068c2d2847fcec0c55dd53291d475e 2025-10-10T02:55:53.0903876Z WORKFLOW_RUN_ID: 18392306192 2025-10-10T02:55:53.0904414Z RUN_ATTEMPT: 1 2025-10-10T02:55:53.0904880Z JOB_ID: 52406492291 2025-10-10T02:55:53.0905645Z JOB_NAME: linux-jammy-rocm-py3.10 / test (default, 5, 6, linux.rocm.gpu.2) 2025-10-10T02:55:53.0906510Z ##[endgroup] 2025-10-10T02:55:53.0979456Z + [[ -n '' ]] 2025-10-10T02:55:53.0982897Z + python3 /home/pytorchci/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_metadata.py --schema-version v3 --repo pytorch/pytorch --head-branch refs/heads/main --head-sha 344e6365a0068c2d2847fcec0c55dd53291d475e --workflow-id 18392306192 --run-attempt 1 --job-id 52406492291 --job-name 'linux-jammy-rocm-py3.10 / test (default, 5, 6, linux.rocm.gpu.2)' 2025-10-10T02:55:53.1283958Z ##[group]Run set -eux 2025-10-10T02:55:53.1284245Z set -eux 2025-10-10T02:55:53.1284488Z  2025-10-10T02:55:53.1284726Z if [[ -n "" ]]; then 2025-10-10T02:55:53.1285000Z  source "" 2025-10-10T02:55:53.1285251Z fi 2025-10-10T02:55:53.1285473Z  2025-10-10T02:55:53.1285852Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_runners_info.py" 2025-10-10T02:55:53.1328570Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T02:55:53.1329114Z env: 2025-10-10T02:55:53.1329347Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:53.1329954Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:53.1330559Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:53.1331117Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:53.1332121Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:53.1332948Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:53.1333257Z AWS_REGION: us-east-1 2025-10-10T02:55:53.1333603Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:53.1334013Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:53.1344024Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:53.1344855Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:53.1345764Z DEVICE_NAME: rocm 2025-10-10T02:55:53.1346254Z DEVICE_TYPE: AMD Instinct MI210 2025-10-10T02:55:53.1346836Z ##[endgroup] 2025-10-10T02:55:53.1406954Z + [[ -n '' ]] 2025-10-10T02:55:53.1407746Z + python3 /home/pytorchci/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_runners_info.py 2025-10-10T02:55:53.8426215Z /home/pytorchci/.local/lib/python3.10/site-packages/torch/_subclasses/functional_tensor.py:276: UserWarning: Failed to initialize NumPy: No module named 'numpy' (Triggered internally at /pytorch/torch/csrc/utils/tensor_numpy.cpp:81.) 2025-10-10T02:55:53.8428428Z cpu = _conversion_method_template(device=torch.device("cpu")) 2025-10-10T02:55:54.4226954Z ##[group]Run set -eux 2025-10-10T02:55:54.4227502Z set -eux 2025-10-10T02:55:54.4227946Z  2025-10-10T02:55:54.4228470Z # TODO (huydhn): Implement this part 2025-10-10T02:55:54.4229257Z echo "dependencies={}" >> "${GITHUB_OUTPUT}" 2025-10-10T02:55:54.4277147Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T02:55:54.4277876Z env: 2025-10-10T02:55:54.4278347Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:54.4279126Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:54.4280261Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:54.4281330Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:54.4283315Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:54.4285204Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:54.4285878Z AWS_REGION: us-east-1 2025-10-10T02:55:54.4286627Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:54.4287487Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:54.4298060Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:54.4298876Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:54.4299759Z DEVICE_NAME: rocm 2025-10-10T02:55:54.4300253Z DEVICE_TYPE: AMD Instinct MI210 2025-10-10T02:55:54.4300812Z ##[endgroup] 2025-10-10T02:55:54.4379541Z + echo 'dependencies={}' 2025-10-10T02:55:54.4413873Z ##[group]Run set -eux 2025-10-10T02:55:54.4414433Z set -eux 2025-10-10T02:55:54.4414919Z  2025-10-10T02:55:54.4415367Z if [[ -n "" ]]; then 2025-10-10T02:55:54.4415929Z  source "" 2025-10-10T02:55:54.4416421Z fi 2025-10-10T02:55:54.4416858Z  2025-10-10T02:55:54.4417417Z if [[ ! -d "${BENCHMARK_RESULTS_DIR}" ]]; then 2025-10-10T02:55:54.4418274Z  echo "${BENCHMARK_RESULTS_DIR} does not exist, skipping" 2025-10-10T02:55:54.4419182Z  # We don't want the job to fail if the directory doesn't exist 2025-10-10T02:55:54.4420164Z  exit 0 2025-10-10T02:55:54.4420618Z fi 2025-10-10T02:55:54.4421036Z  2025-10-10T02:55:54.4421516Z if [[ "${DRY_RUN}" == "true" ]]; then 2025-10-10T02:55:54.4422761Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2025-10-10T02:55:54.4423782Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2025-10-10T02:55:54.4424591Z  --metadata "${BENCHMARK_METADATA}" \ 2025-10-10T02:55:54.4425435Z  --runners "${RUNNER_INFO}" \ 2025-10-10T02:55:54.4426108Z  --dependencies "${DEPENDENCIES}" \ 2025-10-10T02:55:54.4426742Z  --dry-run 2025-10-10T02:55:54.4427246Z else 2025-10-10T02:55:54.4427980Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2025-10-10T02:55:54.4428975Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2025-10-10T02:55:54.4429763Z  --metadata "${BENCHMARK_METADATA}" \ 2025-10-10T02:55:54.4430446Z  --runners "${RUNNER_INFO}" \ 2025-10-10T02:55:54.4431098Z  --dependencies "${DEPENDENCIES}" 2025-10-10T02:55:54.4431848Z fi 2025-10-10T02:55:54.4468050Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T02:55:54.4468789Z env: 2025-10-10T02:55:54.4469263Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:54.4470075Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:54.4471207Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:54.4472388Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:54.4474165Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:54.4475792Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:54.4476368Z AWS_REGION: us-east-1 2025-10-10T02:55:54.4476992Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:54.4477758Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:54.4488479Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:54.4488988Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:54.4489459Z DEVICE_NAME: rocm 2025-10-10T02:55:54.4489738Z DEVICE_TYPE: AMD Instinct MI210 2025-10-10T02:55:54.4490067Z BENCHMARK_RESULTS_DIR: test/test-reports 2025-10-10T02:55:54.4490399Z DRY_RUN: false 2025-10-10T02:55:54.4491529Z BENCHMARK_METADATA: {"timestamp": 1760064953, "schema_version": "v3", "name": "linux-jammy-rocm-py3.10 / test (default, 5, 6, linux.rocm.gpu.2)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/main", "head_sha": "344e6365a0068c2d2847fcec0c55dd53291d475e", "workflow_id": 18392306192, "run_attempt": 1, "job_id": 52406492291} 2025-10-10T02:55:54.4493036Z RUNNER_INFO: [{"cpu_info": "x86_64", "cpu_count": 64, "avail_mem_in_gb": 125, "extra_info": {"hostname": "pytorch-rocm-hw-26"}, "name": "rocm", "type": "AMD Instinct MI210"}] 2025-10-10T02:55:54.4493674Z DEPENDENCIES: {} 2025-10-10T02:55:54.4493934Z ##[endgroup] 2025-10-10T02:55:54.4556794Z + [[ -n '' ]] 2025-10-10T02:55:54.4557092Z + [[ ! -d test/test-reports ]] 2025-10-10T02:55:54.4557427Z + [[ false == \t\r\u\e ]] 2025-10-10T02:55:54.4559862Z + python3 /home/pytorchci/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py --benchmark-results-dir test/test-reports --metadata '{"timestamp": 1760064953, "schema_version": "v3", "name": "linux-jammy-rocm-py3.10 / test (default, 5, 6, linux.rocm.gpu.2)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/main", "head_sha": "344e6365a0068c2d2847fcec0c55dd53291d475e", "workflow_id": 18392306192, "run_attempt": 1, "job_id": 52406492291}' --runners '[{"cpu_info": "x86_64", "cpu_count": 64, "avail_mem_in_gb": 125, "extra_info": {"hostname": "pytorch-rocm-hw-26"}, "name": "rocm", "type": "AMD Instinct MI210"}]' --dependencies '{}' 2025-10-10T02:55:54.5994306Z /home/pytorchci/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py:236: UserWarning: {'included': [{'test_file': 'test_public_bindings'}, {'test_file': 'inductor/test_aot_inductor'}, {'test_file': 'inductor/test_torchinductor'}, {'test_file': 'inductor/test_triton_kernels'}, {'test_file': 'inductor/test_triton_heuristics'}, {'test_file': 'inductor/test_codecache'}, {'test_file': 'inductor/test_profiler'}, {'test_file': 'dynamo/test_structured_trace'}, {'test_file': 'inductor/test_flex_attention'}, {'test_file': 'inductor/test_torchinductor_strided_blocks'}, {'test_file': 'inductor/test_fxir_backend'}, {'test_file': 'inductor/test_best_config'}, {'test_file': 'inductor/test_torchinductor_opinfo'}, {'test_file': 'inductor/test_triton_cpu_backend'}, {'test_file': 'inductor/test_static_cuda_launcher'}, {'test_file': 'inductor/test_cooperative_reductions'}, {'test_file': 'dynamo/test_callback'}, {'test_file': 'inductor/test_kernel_benchmark'}, {'test_file': 'inductor/test_cuda_repro'}, {'test_file': 'inductor/test_torchinductor_dynamic_shapes'}, {'test_file': 'inductor/test_async_compile'}, {'test_file': 'inductor/test_fp8'}, {'test_file': 'inductor/test_inplace_padding'}, {'test_file': 'inductor/test_halide'}, {'test_file': 'inductor/test_padding'}, {'test_file': 'inductor/test_coordinate_descent_tuner'}, {'test_file': 'inductor/test_torchinductor_codegen_dynamic_shapes'}, {'test_file': 'inductor/test_select_algorithm'}, {'test_file': 'inductor/test_analysis'}, {'test_file': 'inductor/test_inductor_scheduler'}, {'test_file': 'inductor/test_utils'}, {'test_file': 'dynamo/test_package'}, {'test_file': 'dynamo/test_compile'}, {'test_file': 'inductor/test_triton_syntax'}, {'test_file': 'inductor/test_codegen_triton'}, {'test_file': 'inductor/test_snode_runtime'}, {'test_file': 'inductor/test_template_heuristics_registry'}, {'test_file': 'inductor/test_triton_extension_backend'}, {'test_file': 'inductor/test_triton_wrapper'}, {'test_file': 'dynamo/test_einops'}, {'test_file': 'inductor/test_extension_backend'}, {'test_file': 'inductor/test_pattern_matcher'}, {'test_file': 'dynamo/test_functions'}, {'test_file': 'dynamo/test_dynamic_shapes'}, {'test_file': 'export/test_serialize'}, {'test_file': 'dynamo/test_utils'}, {'test_file': 'dynamo/test_backends'}, {'test_file': 'dynamo/test_ctx_manager'}, {'test_file': 'inductor/test_minifier'}, {'test_file': 'inductor/test_perf'}, {'test_file': 'inductor/test_compiled_autograd'}, {'test_file': 'inductor/test_loop_ordering'}, {'test_file': 'inductor/test_deterministic'}, {'test_file': 'dynamo/test_decorators'}, {'test_file': 'inductor/test_cudacodecache'}, {'test_file': 'test_model_exports_to_core_aten'}, {'test_file': 'inductor/test_cpu_select_algorithm'}, {'test_file': 'inductor/test_cuda_select_algorithm'}, {'test_file': 'inductor/test_compile_subprocess'}, {'test_file': 'dynamo/test_activation_checkpointing'}, {'test_file': 'inductor/test_multi_kernel'}, {'test_file': 'export/test_export'}, {'test_file': 'inductor/test_custom_post_grad_passes'}, {'test_file': 'inductor/test_aot_inductor_arrayref'}, {'test_file': 'inductor/test_unbacked_symints'}, {'test_file': 'inductor/test_cpp_wrapper_hipify'}, {'test_file': 'inductor/test_compiled_optimizers'}, {'test_file': 'inductor/test_memory'}, {'test_file': 'dynamo/test_fx_graph_runnable'}, {'test_file': 'export/test_cpp_serdes'}, {'test_file': 'export/test_export_training_ir_to_run_decomp'}, {'test_file': 'export/test_retraceability'}, {'test_file': 'export/test_serdes'}, {'test_file': 'dynamo/test_compiler_bisector'}, {'test_file': 'inductor/test_decompose_mem_bound_mm'}, {'test_file': 'inductor/test_scatter_optimization'}, {'test_file': 'inductor/test_aot_inductor_package'}, {'test_file': 'inductor/test_mkldnn_pattern_matcher'}, {'test_file': 'dynamo/test_logging'}, {'test_file': 'inductor/test_cpu_cpp_wrapper'}, {'test_file': 'inductor/test_flex_decoding'}, {'test_file': 'dynamo/test_aot_autograd_cache'}, {'test_file': 'inductor/test_cpu_repro'}, {'test_file': 'inductor/test_ordered_set'}, {'test_file': 'dynamo/test_autograd_function'}, {'test_file': 'inductor/test_inplacing_pass'}, {'test_file': 'inductor/test_benchmarking'}, {'test_file': 'dynamo/test_guard_serialization'}, {'test_file': 'dynamo/test_recompile_ux'}, {'test_file': 'inductor/test_group_batch_fusion'}, {'test_file': 'dynamo/test_unspec'}, {'test_file': 'dynamo/test_modes'}, {'test_file': 'inductor/test_control_flow'}, {'test_file': 'inductor/test_provenance_tracing'}, {'test_file': 'inductor/test_inductor_freezing'}, {'test_file': 'inductor/test_distributed_patterns'}, {'test_file': 'dynamo/test_repros'}, {'test_file': 'inductor/test_cutlass_evt'}, {'test_file': 'dynamo/test_aot_autograd'}, {'test_file': 'dynamo/test_aot_compile'}, {'test_file': 'inductor/test_foreach'}, {'test_file': 'inductor/test_indexing'}, {'test_file': 'export/test_export_with_inline_and_install'}, {'test_file': 'inductor/test_metrics'}, {'test_file': 'dynamo/test_fake_distributed'}, {'test_file': 'export/test_export_strict'}, {'test_file': 'export/test_strict_export_v2'}, {'test_file': 'export/test_nativert'}, {'test_file': 'inductor/test_memory_planning'}, {'test_file': 'inductor/test_remote_cache'}, {'test_file': 'inductor/test_pad_mm'}, {'test_file': 'dynamo/test_after_aot'}, {'test_file': 'dynamo/test_backward_higher_order_ops'}, {'test_file': 'dynamo/test_base_hop'}, {'test_file': 'dynamo/test_base_output'}, {'test_file': 'dynamo/test_buffers_override'}, {'test_file': 'dynamo/test_bytecode_utils'}, {'test_file': 'dynamo/test_comptime'}, {'test_file': 'dynamo/test_config'}, {'test_file': 'dynamo/test_cudagraphs'}, {'test_file': 'dynamo/test_cudagraphs_expandable_segments'}, {'test_file': 'dynamo/test_debug_utils'}, {'test_file': 'dynamo/test_deque_reconstruct'}, {'test_file': 'dynamo/test_deviceguard'}, {'test_file': 'dynamo/test_dicts'}, {'test_file': 'dynamo/test_error_messages'}, {'test_file': 'dynamo/test_exc'}, {'test_file': 'dynamo/test_exceptions'}, {'test_file': 'dynamo/test_export'}, {'test_file': 'dynamo/test_export_mutations'}, {'test_file': 'dynamo/test_flat_apply'}, {'test_file': 'dynamo/test_frame_init'}, {'test_file': 'dynamo/test_fx_annotate'}, {'test_file': 'dynamo/test_fx_passes_pre_grad'}, {'test_file': 'dynamo/test_generator'}, {'test_file': 'dynamo/test_global'}, {'test_file': 'dynamo/test_graph_deduplication'}, {'test_file': 'dynamo/test_graph_region_tracker'}, {'test_file': 'dynamo/test_guard_manager'}, {'test_file': 'dynamo/test_higher_order_ops'}, {'test_file': 'dynamo/test_hooks'}, {'test_file': 'dynamo/test_inline_and_install'}, {'test_file': 'dynamo/test_input_attr_tracking'}, {'test_file': 'dynamo/test_install_free_tensors'}, {'test_file': 'dynamo/test_interop'}, {'test_file': 'dynamo/test_list'}, {'test_file': 'dynamo/test_metrics_context'}, {'test_file': 'dynamo/test_minifier'}, {'test_file': 'dynamo/test_misc'}, {'test_file': 'dynamo/test_model_output'}, {'test_file': 'dynamo/test_modules'}, {'test_file': 'dynamo/test_nested_graph_breaks'}, {'test_file': 'dynamo/test_nops'}, {'test_file': 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{'test_file': 'torch_np/numpy_tests/lib/test_shape_base_'}, {'test_file': 'torch_np/numpy_tests/lib/test_twodim_base'}, {'test_file': 'torch_np/numpy_tests/lib/test_type_check'}, {'test_file': 'torch_np/numpy_tests/linalg/test_linalg'}, {'test_file': 'torch_np/test_basic'}, {'test_file': 'torch_np/test_binary_ufuncs'}, {'test_file': 'torch_np/test_dtype'}, {'test_file': 'torch_np/test_function_base'}, {'test_file': 'torch_np/test_indexing'}, {'test_file': 'torch_np/test_nep50_examples'}, {'test_file': 'torch_np/test_random'}, {'test_file': 'torch_np/test_reductions'}, {'test_file': 'torch_np/test_scalars_0D_arrays'}, {'test_file': 'torch_np/test_ufuncs_basic'}, {'test_file': 'torch_np/test_unary_ufuncs'}, {'test_file': 'typing/test_python_operators'}, {'test_file': 'xpu/test_conv'}, {'test_file': 'xpu/test_fusion'}, {'test_file': 'xpu/test_gemm'}], 'excluded': []} from test/test-reports/td_exclusions-94e44282ff6c3bfa1046.json is not a benchmark record, skipping 2025-10-10T02:55:54.6117361Z warn(f"{result} from {filepath} is not a benchmark record, skipping") 2025-10-10T02:55:54.6182084Z Prepare all required actions 2025-10-10T02:55:54.6182890Z Getting action download info 2025-10-10T02:55:54.6235951Z ##[group]Run ./.github/actions/teardown-rocm 2025-10-10T02:55:54.6236572Z env: 2025-10-10T02:55:54.6237016Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:54.6237813Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:54.6238931Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:54.6239965Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:54.6241720Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:54.6243612Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:54.6244268Z AWS_REGION: us-east-1 2025-10-10T02:55:54.6244973Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:54.6245899Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:54.6256747Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:54.6257701Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:54.6258638Z DEVICE_NAME: rocm 2025-10-10T02:55:54.6259146Z DEVICE_TYPE: AMD Instinct MI210 2025-10-10T02:55:54.6259703Z ##[endgroup] 2025-10-10T02:55:54.6290013Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2025-10-10T02:55:54.6290795Z # ignore expansion of "docker ps -q" since it could be empty 2025-10-10T02:55:54.6291386Z # shellcheck disable=SC2046 2025-10-10T02:55:54.6291881Z docker stop $(docker ps -q) || true 2025-10-10T02:55:54.6292381Z # Prune all stopped containers. 2025-10-10T02:55:54.6292859Z docker container prune -f 2025-10-10T02:55:54.6324348Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T02:55:54.6324993Z env: 2025-10-10T02:55:54.6325390Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:55:54.6326100Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:55:54.6327081Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:55:54.6328009Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:55:54.6329647Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:55:54.6330833Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:55:54.6331261Z AWS_REGION: us-east-1 2025-10-10T02:55:54.6331705Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:55:54.6332270Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:55:54.6340290Z AWS_SESSION_TOKEN: *** 2025-10-10T02:55:54.6340928Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:55:54.6341588Z DEVICE_NAME: rocm 2025-10-10T02:55:54.6341968Z DEVICE_TYPE: AMD Instinct MI210 2025-10-10T02:55:54.6342420Z ##[endgroup] 2025-10-10T02:56:05.5981964Z a3af9e4684f9 2025-10-10T02:56:37.3656904Z Deleted Containers: 2025-10-10T02:56:37.3678613Z a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:56:37.3679165Z 2025-10-10T02:56:37.3679331Z Total reclaimed space: 13.73GB 2025-10-10T02:56:37.3716975Z Prepare all required actions 2025-10-10T02:56:37.3749513Z ##[group]Run ./.github/actions/diskspace-cleanup 2025-10-10T02:56:37.3750077Z with: 2025-10-10T02:56:37.3750455Z diskspace-cutoff: 70 2025-10-10T02:56:37.3750855Z env: 2025-10-10T02:56:37.3751203Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:56:37.3751941Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:56:37.3752903Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:56:37.3753763Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:56:37.3755581Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:56:37.3757067Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:56:37.3757629Z AWS_REGION: us-east-1 2025-10-10T02:56:37.3758251Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:56:37.3758983Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:56:37.3765054Z AWS_SESSION_TOKEN: *** 2025-10-10T02:56:37.3765498Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:56:37.3765960Z DEVICE_NAME: rocm 2025-10-10T02:56:37.3766248Z DEVICE_TYPE: AMD Instinct MI210 2025-10-10T02:56:37.3766559Z ##[endgroup] 2025-10-10T02:56:37.3783703Z ##[group]Run set -ex 2025-10-10T02:56:37.3784010Z set -ex 2025-10-10T02:56:37.3784269Z diskspace_cutoff=70 2025-10-10T02:56:37.3784663Z docker_root_dir=$(docker info -f '{{.DockerRootDir}}') 2025-10-10T02:56:37.3785100Z if [ ! -d "$docker_root_dir" ]; then 2025-10-10T02:56:37.3785643Z  echo "Docker root directory ($docker_root_dir) does not exist. Skipping disk space check." 2025-10-10T02:56:37.3786178Z  exit 0 2025-10-10T02:56:37.3786455Z fi 2025-10-10T02:56:37.3786887Z diskspace=$(df -H --output=pcent ${docker_root_dir} | sed -n 2p | sed 's/%//' | sed 's/ //') 2025-10-10T02:56:37.3787717Z msg="Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified" 2025-10-10T02:56:37.3788446Z if [[ "$diskspace" -ge "$diskspace_cutoff" ]] ; then 2025-10-10T02:56:37.3788836Z  docker system prune -af 2025-10-10T02:56:37.3789349Z  diskspace_new=$(df -H --output=pcent ${docker_root_dir} | sed -n 2p | sed 's/%//' | sed 's/ //') 2025-10-10T02:56:37.3789907Z  if [[ "$diskspace_new" -gt "$diskspace_cutoff" ]] ; then 2025-10-10T02:56:37.3790510Z  echo "Error: Available diskspace is less than $diskspace_cutoff percent. Not enough diskspace." 2025-10-10T02:56:37.3791046Z  echo "$msg" 2025-10-10T02:56:37.3791323Z  exit 1 2025-10-10T02:56:37.3791588Z  else 2025-10-10T02:56:37.3792129Z  difference=$((diskspace - diskspace_new)) 2025-10-10T02:56:37.3792536Z  echo "Diskspace saved: $difference percent" 2025-10-10T02:56:37.3792886Z  fi 2025-10-10T02:56:37.3793127Z fi 2025-10-10T02:56:37.3817050Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-10-10T02:56:37.3817435Z env: 2025-10-10T02:56:37.3817686Z GIT_DEFAULT_BRANCH: main 2025-10-10T02:56:37.3818105Z RUNNER_ARTIFACT_DIR: /home/pytorchci/actions-runner/_work/_temp/artifacts 2025-10-10T02:56:37.3818841Z RUNNER_TEST_RESULTS_DIR: /home/pytorchci/actions-runner/_work/_temp/test-results 2025-10-10T02:56:37.3819410Z RUNNER_DOCS_DIR: /home/pytorchci/actions-runner/_work/_temp/docs 2025-10-10T02:56:37.3820333Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --device /dev/dri --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-10-10T02:56:37.3821163Z AWS_DEFAULT_REGION: us-east-1 2025-10-10T02:56:37.3821477Z AWS_REGION: us-east-1 2025-10-10T02:56:37.3821806Z AWS_ACCESS_KEY_ID: *** 2025-10-10T02:56:37.3822190Z AWS_SECRET_ACCESS_KEY: *** 2025-10-10T02:56:37.3827205Z AWS_SESSION_TOKEN: *** 2025-10-10T02:56:37.3827651Z CONTAINER_NAME: a3af9e4684f938db0ec93792d0bb044a86c1a06487aa491402abee0609f76404 2025-10-10T02:56:37.3828119Z DEVICE_NAME: rocm 2025-10-10T02:56:37.3828395Z DEVICE_TYPE: AMD Instinct MI210 2025-10-10T02:56:37.3828703Z ##[endgroup] 2025-10-10T02:56:37.3880659Z + diskspace_cutoff=70 2025-10-10T02:56:37.3887119Z ++ docker info -f '{{.DockerRootDir}}' 2025-10-10T02:56:37.4421447Z + docker_root_dir=/home/pytorchci/.local/share/docker 2025-10-10T02:56:37.4427789Z + '[' '!' -d /home/pytorchci/.local/share/docker ']' 2025-10-10T02:56:37.4441170Z ++ df -H --output=pcent /home/pytorchci/.local/share/docker 2025-10-10T02:56:37.4441907Z ++ sed -n 2p 2025-10-10T02:56:37.4442293Z ++ sed s/%// 2025-10-10T02:56:37.4443309Z ++ sed 's/ //' 2025-10-10T02:56:37.4460571Z + diskspace=48 2025-10-10T02:56:37.4461176Z + msg='Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified' 2025-10-10T02:56:37.4461807Z + [[ 48 -ge 70 ]] 2025-10-10T02:56:37.4504014Z Post job cleanup. 2025-10-10T02:56:37.4542598Z Post job cleanup. 2025-10-10T02:56:37.5631930Z Post job cleanup. 2025-10-10T02:56:37.5961784Z Logging out of registry 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-10-10T02:56:37.6320679Z Post job cleanup. 2025-10-10T02:56:37.7523948Z Post job cleanup. 2025-10-10T02:56:37.7611376Z Post job cleanup. 2025-10-10T02:56:37.8451697Z [command]/usr/bin/git version 2025-10-10T02:56:37.8490462Z git version 2.34.1 2025-10-10T02:56:37.8526034Z Copying '/home/pytorchci/.gitconfig' to '/home/pytorchci/actions-runner/_work/_temp/aea43a9c-af8a-465c-9bcb-936d93e2f21f/.gitconfig' 2025-10-10T02:56:37.8535599Z Temporarily overriding HOME='/home/pytorchci/actions-runner/_work/_temp/aea43a9c-af8a-465c-9bcb-936d93e2f21f' before making global git config changes 2025-10-10T02:56:37.8537435Z Adding repository directory to the temporary git global config as a safe directory 2025-10-10T02:56:37.8539666Z [command]/usr/bin/git config --global --add safe.directory /home/pytorchci/actions-runner/_work/pytorch/pytorch 2025-10-10T02:56:37.8571562Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2025-10-10T02:56:37.8603640Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :" 2025-10-10T02:56:37.8958617Z Entering 'android/libs/fbjni' 2025-10-10T02:56:37.9019056Z Entering 'third_party/FP16' 2025-10-10T02:56:37.9062840Z Entering 'third_party/FXdiv' 2025-10-10T02:56:37.9109486Z Entering 'third_party/NNPACK' 2025-10-10T02:56:37.9149985Z Entering 'third_party/NVTX' 2025-10-10T02:56:37.9189903Z Entering 'third_party/VulkanMemoryAllocator' 2025-10-10T02:56:37.9228802Z Entering 'third_party/XNNPACK' 2025-10-10T02:56:37.9281826Z Entering 'third_party/aiter' 2025-10-10T02:56:37.9322892Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-10-10T02:56:37.9377484Z Entering 'third_party/benchmark' 2025-10-10T02:56:37.9437085Z Entering 'third_party/composable_kernel' 2025-10-10T02:56:37.9486732Z Entering 'third_party/cpp-httplib' 2025-10-10T02:56:37.9535129Z Entering 'third_party/cpuinfo' 2025-10-10T02:56:37.9581402Z Entering 'third_party/cudnn_frontend' 2025-10-10T02:56:37.9625352Z Entering 'third_party/cutlass' 2025-10-10T02:56:37.9679287Z Entering 'third_party/fbgemm' 2025-10-10T02:56:37.9723063Z Entering 'third_party/fbgemm/external/asmjit' 2025-10-10T02:56:37.9768304Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-10-10T02:56:37.9814629Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-10-10T02:56:37.9856130Z Entering 'third_party/fbgemm/external/cutlass' 2025-10-10T02:56:37.9905342Z Entering 'third_party/fbgemm/external/googletest' 2025-10-10T02:56:37.9957471Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-10-10T02:56:37.9996408Z Entering 'third_party/fbgemm/external/json' 2025-10-10T02:56:38.0044583Z Entering 'third_party/flash-attention' 2025-10-10T02:56:38.0093652Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-10-10T02:56:38.0140714Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-10-10T02:56:38.0190867Z Entering 'third_party/flatbuffers' 2025-10-10T02:56:38.0234515Z Entering 'third_party/fmt' 2025-10-10T02:56:38.0275227Z Entering 'third_party/gemmlowp/gemmlowp' 2025-10-10T02:56:38.0327917Z Entering 'third_party/gloo' 2025-10-10T02:56:38.0368884Z Entering 'third_party/googletest' 2025-10-10T02:56:38.0408933Z Entering 'third_party/ideep' 2025-10-10T02:56:38.0447849Z Entering 'third_party/ideep/mkl-dnn' 2025-10-10T02:56:38.0507577Z Entering 'third_party/ittapi' 2025-10-10T02:56:38.0548923Z Entering 'third_party/kineto' 2025-10-10T02:56:38.0588382Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-10-10T02:56:38.0636494Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-10-10T02:56:38.0683591Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-10-10T02:56:38.0729554Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-10-10T02:56:38.0784126Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-10-10T02:56:38.0829663Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-10-10T02:56:38.0873404Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-10-10T02:56:38.0911799Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-10-10T02:56:38.0948097Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-10-10T02:56:38.0989063Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-10-10T02:56:38.1025075Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp' 2025-10-10T02:56:38.1068858Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/civetweb' 2025-10-10T02:56:38.1111174Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/googletest' 2025-10-10T02:56:38.1158937Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-10-10T02:56:38.1196349Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-10-10T02:56:38.1237957Z Entering 'third_party/kleidiai' 2025-10-10T02:56:38.1281207Z Entering 'third_party/mimalloc' 2025-10-10T02:56:38.1320816Z Entering 'third_party/nlohmann' 2025-10-10T02:56:38.1360307Z Entering 'third_party/onnx' 2025-10-10T02:56:38.1414078Z Entering 'third_party/onnx/third_party/pybind11' 2025-10-10T02:56:38.1474684Z Entering 'third_party/opentelemetry-cpp' 2025-10-10T02:56:38.1516378Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-10-10T02:56:38.1559326Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-10-10T02:56:38.1597244Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-10-10T02:56:38.1633959Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-10-10T02:56:38.1670706Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-10-10T02:56:38.1709765Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-10-10T02:56:38.1747494Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-10-10T02:56:38.1797373Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-10-10T02:56:38.1853784Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-10-10T02:56:38.1897695Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-10-10T02:56:38.1964396Z Entering 'third_party/pocketfft' 2025-10-10T02:56:38.2014144Z Entering 'third_party/protobuf' 2025-10-10T02:56:38.2059258Z Entering 'third_party/protobuf/third_party/benchmark' 2025-10-10T02:56:38.2112305Z Entering 'third_party/protobuf/third_party/googletest' 2025-10-10T02:56:38.2153810Z Entering 'third_party/psimd' 2025-10-10T02:56:38.2204992Z Entering 'third_party/pthreadpool' 2025-10-10T02:56:38.2254196Z Entering 'third_party/pybind11' 2025-10-10T02:56:38.2307470Z Entering 'third_party/python-peachpy' 2025-10-10T02:56:38.2352499Z Entering 'third_party/sleef' 2025-10-10T02:56:38.2392043Z Entering 'third_party/tensorpipe' 2025-10-10T02:56:38.2437614Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-10-10T02:56:38.2476372Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-10-10T02:56:38.2513049Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-10-10T02:56:38.2557480Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-10-10T02:56:38.2597434Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-10-10T02:56:38.2675606Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2025-10-10T02:56:38.2706977Z http.https://github.com/.extraheader 2025-10-10T02:56:38.2723841Z [command]/usr/bin/git config --local --unset-all http.https://github.com/.extraheader 2025-10-10T02:56:38.2763822Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :" 2025-10-10T02:56:38.3044072Z Entering 'android/libs/fbjni' 2025-10-10T02:56:38.3077553Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3112539Z Entering 'third_party/FP16' 2025-10-10T02:56:38.3138555Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3175622Z Entering 'third_party/FXdiv' 2025-10-10T02:56:38.3199330Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3237691Z Entering 'third_party/NNPACK' 2025-10-10T02:56:38.3260497Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3294770Z Entering 'third_party/NVTX' 2025-10-10T02:56:38.3317436Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3351730Z Entering 'third_party/VulkanMemoryAllocator' 2025-10-10T02:56:38.3374033Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3413860Z Entering 'third_party/XNNPACK' 2025-10-10T02:56:38.3437605Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3486512Z Entering 'third_party/aiter' 2025-10-10T02:56:38.3508699Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3557682Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-10-10T02:56:38.3578190Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3630576Z Entering 'third_party/benchmark' 2025-10-10T02:56:38.3662724Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3712121Z Entering 'third_party/composable_kernel' 2025-10-10T02:56:38.3741702Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3786711Z Entering 'third_party/cpp-httplib' 2025-10-10T02:56:38.3810868Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3852336Z Entering 'third_party/cpuinfo' 2025-10-10T02:56:38.3883349Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3921218Z Entering 'third_party/cudnn_frontend' 2025-10-10T02:56:38.3943195Z http.https://github.com/.extraheader 2025-10-10T02:56:38.3977950Z Entering 'third_party/cutlass' 2025-10-10T02:56:38.4004516Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4049496Z Entering 'third_party/fbgemm' 2025-10-10T02:56:38.4081268Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4124122Z Entering 'third_party/fbgemm/external/asmjit' 2025-10-10T02:56:38.4146789Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4198204Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-10-10T02:56:38.4229427Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4284002Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-10-10T02:56:38.4306455Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4349434Z Entering 'third_party/fbgemm/external/cutlass' 2025-10-10T02:56:38.4374476Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4423509Z Entering 'third_party/fbgemm/external/googletest' 2025-10-10T02:56:38.4449485Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4488855Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-10-10T02:56:38.4519956Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4561578Z Entering 'third_party/fbgemm/external/json' 2025-10-10T02:56:38.4584090Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4624792Z Entering 'third_party/flash-attention' 2025-10-10T02:56:38.4648188Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4698472Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-10-10T02:56:38.4731736Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4773741Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-10-10T02:56:38.4798505Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4841072Z Entering 'third_party/flatbuffers' 2025-10-10T02:56:38.4863692Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4904313Z Entering 'third_party/fmt' 2025-10-10T02:56:38.4931139Z http.https://github.com/.extraheader 2025-10-10T02:56:38.4970303Z Entering 'third_party/gemmlowp/gemmlowp' 2025-10-10T02:56:38.4991417Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5026114Z Entering 'third_party/gloo' 2025-10-10T02:56:38.5055969Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5092189Z Entering 'third_party/googletest' 2025-10-10T02:56:38.5113892Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5152774Z Entering 'third_party/ideep' 2025-10-10T02:56:38.5177047Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5212774Z Entering 'third_party/ideep/mkl-dnn' 2025-10-10T02:56:38.5238279Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5284294Z Entering 'third_party/ittapi' 2025-10-10T02:56:38.5320199Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5353210Z Entering 'third_party/kineto' 2025-10-10T02:56:38.5378319Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5414495Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-10-10T02:56:38.5440342Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5469736Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-10-10T02:56:38.5491633Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5525382Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-10-10T02:56:38.5546996Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5584083Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-10-10T02:56:38.5607586Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5648983Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-10-10T02:56:38.5668878Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5703738Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-10-10T02:56:38.5729256Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5772714Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-10-10T02:56:38.5801029Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5834198Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-10-10T02:56:38.5860121Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5891774Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-10-10T02:56:38.5911487Z http.https://github.com/.extraheader 2025-10-10T02:56:38.5947233Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-10-10T02:56:38.5971223Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6003937Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp' 2025-10-10T02:56:38.6023607Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6065669Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/civetweb' 2025-10-10T02:56:38.6087840Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6120254Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/googletest' 2025-10-10T02:56:38.6140429Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6178733Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-10-10T02:56:38.6205299Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6240604Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-10-10T02:56:38.6259686Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6296741Z Entering 'third_party/kleidiai' 2025-10-10T02:56:38.6320075Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6354611Z Entering 'third_party/mimalloc' 2025-10-10T02:56:38.6375583Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6409963Z Entering 'third_party/nlohmann' 2025-10-10T02:56:38.6433128Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6467852Z Entering 'third_party/onnx' 2025-10-10T02:56:38.6493529Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6542850Z Entering 'third_party/onnx/third_party/pybind11' 2025-10-10T02:56:38.6570414Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6625528Z Entering 'third_party/opentelemetry-cpp' 2025-10-10T02:56:38.6649706Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6688236Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-10-10T02:56:38.6709681Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6742890Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-10-10T02:56:38.6766687Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6797053Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-10-10T02:56:38.6817794Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6847931Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-10-10T02:56:38.6873735Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6908671Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-10-10T02:56:38.6929783Z http.https://github.com/.extraheader 2025-10-10T02:56:38.6959256Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-10-10T02:56:38.6979357Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7011140Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-10-10T02:56:38.7034947Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7066338Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-10-10T02:56:38.7089470Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7127067Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-10-10T02:56:38.7147684Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7181736Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-10-10T02:56:38.7202045Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7260920Z Entering 'third_party/pocketfft' 2025-10-10T02:56:38.7284957Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7319178Z Entering 'third_party/protobuf' 2025-10-10T02:56:38.7340847Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7378642Z Entering 'third_party/protobuf/third_party/benchmark' 2025-10-10T02:56:38.7404651Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7434779Z Entering 'third_party/protobuf/third_party/googletest' 2025-10-10T02:56:38.7454491Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7498784Z Entering 'third_party/psimd' 2025-10-10T02:56:38.7522159Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7556202Z Entering 'third_party/pthreadpool' 2025-10-10T02:56:38.7578490Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7613395Z Entering 'third_party/pybind11' 2025-10-10T02:56:38.7634882Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7667612Z Entering 'third_party/python-peachpy' 2025-10-10T02:56:38.7693834Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7733172Z Entering 'third_party/sleef' 2025-10-10T02:56:38.7762851Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7800057Z Entering 'third_party/tensorpipe' 2025-10-10T02:56:38.7822248Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7854884Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-10-10T02:56:38.7876275Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7913071Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-10-10T02:56:38.7934040Z http.https://github.com/.extraheader 2025-10-10T02:56:38.7967576Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-10-10T02:56:38.7987222Z http.https://github.com/.extraheader 2025-10-10T02:56:38.8023585Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-10-10T02:56:38.8045198Z http.https://github.com/.extraheader 2025-10-10T02:56:38.8081282Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-10-10T02:56:38.8101666Z http.https://github.com/.extraheader 2025-10-10T02:56:38.8347171Z Cleaning up orphan processes