2025-03-14T03:59:11.9302900Z Current runner version: '2.315.0'
2025-03-14T03:59:11.9306240Z Runner name: 'i-01452fcf24d0445fb'
2025-03-14T03:59:11.9306690Z Runner group name: 'Default'
2025-03-14T03:59:11.9307270Z Machine name: 'ip-10-0-3-55'
2025-03-14T03:59:11.9309710Z ##[group]GITHUB_TOKEN Permissions
2025-03-14T03:59:11.9310630Z Actions: read
2025-03-14T03:59:11.9310940Z Attestations: read
2025-03-14T03:59:11.9311240Z Checks: read
2025-03-14T03:59:11.9311540Z Contents: read
2025-03-14T03:59:11.9311840Z Deployments: read
2025-03-14T03:59:11.9312150Z Discussions: read
2025-03-14T03:59:11.9312450Z Issues: read
2025-03-14T03:59:11.9312740Z Metadata: read
2025-03-14T03:59:11.9313040Z Packages: read
2025-03-14T03:59:11.9313330Z Pages: read
2025-03-14T03:59:11.9313620Z PullRequests: read
2025-03-14T03:59:11.9313950Z RepositoryProjects: read
2025-03-14T03:59:11.9314300Z SecurityEvents: read
2025-03-14T03:59:11.9314620Z Statuses: read
2025-03-14T03:59:11.9314920Z ##[endgroup]
2025-03-14T03:59:11.9316560Z Secret source: Actions
2025-03-14T03:59:11.9316950Z Prepare workflow directory
2025-03-14T03:59:13.5252820Z Prepare all required actions
2025-03-14T03:59:13.5351540Z Getting action download info
2025-03-14T03:59:13.6559700Z Download action repository 'actions/checkout@v4' (SHA:11bd71901bbe5b1630ceea73d27597364c9af683)
2025-03-14T03:59:13.9549740Z Download action repository 'pytorch/test-infra@main' (SHA:de00dac6adc071cb2f9861380a0ed3947b93e5cc)
2025-03-14T03:59:14.5972630Z Getting action download info
2025-03-14T03:59:14.6982500Z Download action repository 'actions/cache@v3' (SHA:2f8e54208210a422b2efd51efaa6bd6d7ca8920f)
2025-03-14T03:59:14.9863400Z Uses: pytorch/pytorch/.github/workflows/_mac-test-mps.yml@refs/heads/main (aed0b7a742a2d7b7901790622829cbd2135049a4)
2025-03-14T03:59:14.9864830Z ##[group] Inputs
2025-03-14T03:59:14.9865280Z   build-environment: macos-py3-arm64
2025-03-14T03:59:14.9865550Z   sync-tag: macos-py3-arm64-mps-test
2025-03-14T03:59:14.9865790Z   python-version: 3.9.12
2025-03-14T03:59:14.9866400Z   test-matrix: { include: [
  { config: "mps", shard: 1, num_shards: 1, runner: "macos-m1-13" },
  { config: "mps", shard: 1, num_shards: 1, runner: "macos-m1-14" },
]}

2025-03-14T03:59:14.9867380Z ##[endgroup]
2025-03-14T03:59:14.9867780Z Complete job name: macos-py3-arm64-mps / test (mps, 1, 1, macos-m1-14)
2025-03-14T03:59:15.0320170Z ##[group]Run sysctl machdep.cpu.brand_string kern.osproductversion
2025-03-14T03:59:15.0320690Z sysctl machdep.cpu.brand_string kern.osproductversion
2025-03-14T03:59:15.0359610Z shell: /bin/bash -e {0}
2025-03-14T03:59:15.0359830Z ##[endgroup]
2025-03-14T03:59:15.0895000Z machdep.cpu.brand_string: Apple M1
2025-03-14T03:59:15.0895410Z kern.osproductversion: 14.4.1
2025-03-14T03:59:15.1077880Z ##[group]Run actions/checkout@v4
2025-03-14T03:59:15.1078150Z with:
2025-03-14T03:59:15.1078370Z   ref: aed0b7a742a2d7b7901790622829cbd2135049a4
2025-03-14T03:59:15.1078660Z   show-progress: false
2025-03-14T03:59:15.1091590Z   repository: pytorch/pytorch
2025-03-14T03:59:15.1091940Z   token: ***
2025-03-14T03:59:15.1092130Z   ssh-strict: true
2025-03-14T03:59:15.1092300Z   ssh-user: git
2025-03-14T03:59:15.1092480Z   persist-credentials: true
2025-03-14T03:59:15.1092690Z   clean: true
2025-03-14T03:59:15.1092890Z   sparse-checkout-cone-mode: true
2025-03-14T03:59:15.1093120Z   fetch-depth: 1
2025-03-14T03:59:15.1093290Z   fetch-tags: false
2025-03-14T03:59:15.1093460Z   lfs: false
2025-03-14T03:59:15.1093610Z   submodules: false
2025-03-14T03:59:15.1093790Z   set-safe-directory: true
2025-03-14T03:59:15.1093990Z ##[endgroup]
2025-03-14T03:59:15.2138100Z Syncing repository: pytorch/pytorch
2025-03-14T03:59:15.2139120Z ##[group]Getting Git version info
2025-03-14T03:59:15.2139650Z Working directory is '/Users/ec2-user/runner/_work/pytorch/pytorch'
2025-03-14T03:59:15.2140190Z [command]/usr/bin/git version
2025-03-14T03:59:15.2197480Z git version 2.39.3 (Apple Git-146)
2025-03-14T03:59:15.2209690Z ##[endgroup]
2025-03-14T03:59:15.2219500Z Copying '/Users/ec2-user/.gitconfig' to '/Users/ec2-user/runner/_work/_temp/60354765-6209-4c6a-a05a-50b4ae0f33b9/.gitconfig'
2025-03-14T03:59:15.2220920Z Temporarily overriding HOME='/Users/ec2-user/runner/_work/_temp/60354765-6209-4c6a-a05a-50b4ae0f33b9' before making global git config changes
2025-03-14T03:59:15.2221700Z Adding repository directory to the temporary git global config as a safe directory
2025-03-14T03:59:15.2223820Z [command]/usr/bin/git config --global --add safe.directory /Users/ec2-user/runner/_work/pytorch/pytorch
2025-03-14T03:59:15.2301180Z [command]/usr/bin/git config --local --get remote.origin.url
2025-03-14T03:59:15.2349290Z https://github.com/pytorch/pytorch
2025-03-14T03:59:15.2357890Z ##[group]Removing previously created refs, to avoid conflicts
2025-03-14T03:59:15.2360310Z [command]/usr/bin/git rev-parse --symbolic-full-name --verify --quiet HEAD
2025-03-14T03:59:15.2412120Z HEAD
2025-03-14T03:59:15.2552920Z ##[endgroup]
2025-03-14T03:59:15.2554880Z [command]/usr/bin/git submodule status
2025-03-14T03:59:15.3297570Z  7e1e1fe3858c63c251c637ae41a20de425dde96f android/libs/fbjni (v0.1.0-12-g7e1e1fe)
2025-03-14T03:59:15.3518270Z  4dfe081cf6bcd15db339cf2680b9281b8451eeb3 third_party/FP16 (4dfe081)
2025-03-14T03:59:15.3730060Z  b408327ac2a15ec3e43352421954f5b1967701d1 third_party/FXdiv (b408327)
2025-03-14T03:59:15.4034530Z  c07e3a0400713d546e0dea2d5466dd22ea389c73 third_party/NNPACK (c07e3a0)
2025-03-14T03:59:15.4109390Z  e170594ac7cf1dac584da473d4ca9301087090c1 third_party/NVTX (v3.1.0)
2025-03-14T03:59:15.4571820Z  a6bfc237255a6bac1513f7c1ebde6d8aed6b5191 third_party/VulkanMemoryAllocator (v2.1.0-705-ga6bfc23)
2025-03-14T03:59:15.6492980Z  51a0103656eff6fc9bfd39a4597923c4b542c883 third_party/XNNPACK (remotes/origin/ds/ndk-1243-g51a010365)
2025-03-14T03:59:15.6618260Z  0d98dba29d66e93259db7daa53a9327df767a415 third_party/benchmark (v1.6.1)
2025-03-14T03:59:15.6916550Z  8086bbe3a78d931eb96fe12fdc014082e18d18d3 third_party/composable_kernel (mock-tag-test-6-g8086bbe3a)
2025-03-14T03:59:15.7267920Z  3b6597bba913d51161383657829b7e644e59c006 third_party/cpp-httplib (v0.15.3-20-g3b6597b)
2025-03-14T03:59:15.7676150Z  1e83a2fdd3102f65c6f1fb602c1b320486218a99 third_party/cpuinfo (1e83a2f)
2025-03-14T03:59:15.7969710Z  91b7532f3386768bba4f444ee7672b497f34da8a third_party/cudnn_frontend (v0.5-44-g91b7532)
2025-03-14T03:59:15.8353050Z  afa1772203677c5118fcd82537a9c8fefbcc7008 third_party/cutlass (v3.8.0)
2025-03-14T03:59:15.9989970Z  3147391d946bb4b6c68edd901f2add6ac1f31f8c third_party/eigen (3.4.0)
2025-03-14T03:59:16.0753450Z  dbc3157bf256f1339b3fa1fef2be89ac4078be0e third_party/fbgemm (v0.4.1-446-gdbc3157b)
2025-03-14T03:59:16.1019360Z  979702c87a8713a8e0a5e9fee122b90d2ef13be5 third_party/flash-attention (v2.7.4)
2025-03-14T03:59:16.1106070Z  01834de25e4bf3975a9a00e816292b1ad0fe184b third_party/flatbuffers (v23.3.3)
2025-03-14T03:59:16.2203780Z  123913715afeb8a437e6388b4473fcc4753e1c9a third_party/fmt (11.1.4)
2025-03-14T03:59:16.2532970Z  3fb5c176c17c765a3492cd2f0321b0dab712f350 third_party/gemmlowp/gemmlowp (remotes/origin/revert-87-master-135-g3fb5c17)
2025-03-14T03:59:16.2928250Z  5354032ea08eadd7fc4456477f7f7c6308818509 third_party/gloo (5354032)
2025-03-14T03:59:16.3569950Z  b514bdc898e2951020cbdca1304b75f5950d1f59 third_party/googletest (release-1.8.0-3484-gb514bdc8)
2025-03-14T03:59:16.3928630Z  719d8e6cd7f7a0e01b155657526d693acf97c2b3 third_party/ideep (pytorch-rls-v3.7.1)
2025-03-14T03:59:16.4109300Z  5b8a7d7422611c3a0d799fb5fc5dd4abfae35b42 third_party/ittapi (v3.23.0-14-g5b8a7d7)
2025-03-14T03:59:16.4691960Z  a054a4be0db117c579a21747debf19c863631f26 third_party/kineto (remotes/origin/sraikund/test-44-ga054a4b)
2025-03-14T03:59:16.4787430Z  ef685a13cfbe8d418aa2ed34350e21e4938358b6 third_party/kleidiai (v1.3.0)
2025-03-14T03:59:16.4863090Z  b66e3214d8a104669c2ec05ae91ebc26a8f5ab78 third_party/mimalloc (v1.8.2)
2025-03-14T03:59:16.5944290Z  87cda1d6646592ac5866dc703c8e1839046a6806 third_party/nlohmann (v3.10.1-113-g87cda1d6)
2025-03-14T03:59:16.6859240Z  b8baa8446686496da4cc8fda09f2b6fe65c2a02c third_party/onnx (v1.17.0)
2025-03-14T03:59:16.6934890Z  a799f4aed9c94b765dcdaabaeab7d5e7e2310878 third_party/opentelemetry-cpp (v1.14.2)
2025-03-14T03:59:16.7018740Z  9d3ab05a7fffbc71a492bc6a17be034e83e8f0fe third_party/pocketfft (release_for_eigen-11-g9d3ab05)
2025-03-14T03:59:16.9244460Z  d1eca4e4b421cd2997495c4b4e65cea6be4e9b8a third_party/protobuf (v3.7.0-rc.2-1279-gd1eca4e4b)
2025-03-14T03:59:16.9441680Z  072586a71b55b7f8c584153d223e95687148a900 third_party/psimd (heads/master)
2025-03-14T03:59:16.9612070Z  4fe0e1e183925bf8cfa6aae24237e724a96479b8 third_party/pthreadpool (0.1-144-g4fe0e1e)
2025-03-14T03:59:17.0167290Z  a2e59f0e7065404b44dfe92a28aca47ba1378dc4 third_party/pybind11 (v2.11.0-182-ga2e59f0e)
2025-03-14T03:59:17.0383350Z  f45429b087dd7d5bc78bb40dc7cf06425c252d67 third_party/python-peachpy (remotes/origin/pre-generated)
2025-03-14T03:59:17.0801780Z  56e1f79cb140fb9326d612d0be06b5250565cade third_party/sleef (3.7-33-g56e1f79)
2025-03-14T03:59:17.1047720Z  52791a2fd214b2a9dc5759d36725909c1daa7f2e third_party/tensorpipe (remotes/origin/master)
2025-03-14T03:59:17.1056790Z ##[group]Cleaning the repository
2025-03-14T03:59:17.1057920Z [command]/usr/bin/git clean -ffdx
2025-03-14T03:59:19.0348510Z Removing .additional_ci_files/
2025-03-14T03:59:19.0348810Z Removing .pytest_cache/
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2025-03-14T03:59:19.0371340Z Removing tools/testing/target_determination/heuristics/__pycache__/
2025-03-14T03:59:19.0372520Z [command]/usr/bin/git reset --hard HEAD
2025-03-14T03:59:19.8318370Z HEAD is now at fdb56a76b39 Use std::string_view in get_fully_qualified_type_name
2025-03-14T03:59:19.8319360Z ##[endgroup]
2025-03-14T03:59:19.8319740Z ##[group]Disabling automatic garbage collection
2025-03-14T03:59:19.8323750Z [command]/usr/bin/git config --local gc.auto 0
2025-03-14T03:59:19.8391720Z ##[endgroup]
2025-03-14T03:59:19.8392080Z ##[group]Setting up auth
2025-03-14T03:59:19.8396610Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand
2025-03-14T03:59:19.8458500Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :"
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2025-03-14T03:59:20.3898880Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark'
2025-03-14T03:59:20.3995820Z Entering 'third_party/opentelemetry-cpp/third_party/googletest'
2025-03-14T03:59:20.4093290Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl'
2025-03-14T03:59:20.4191060Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json'
2025-03-14T03:59:20.4287860Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto'
2025-03-14T03:59:20.4384780Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp'
2025-03-14T03:59:20.4495920Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp'
2025-03-14T03:59:20.4579120Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb'
2025-03-14T03:59:20.4677770Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest'
2025-03-14T03:59:20.4777170Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg'
2025-03-14T03:59:20.4881960Z Entering 'third_party/pocketfft'
2025-03-14T03:59:20.4980910Z Entering 'third_party/protobuf'
2025-03-14T03:59:20.5076870Z Entering 'third_party/protobuf/third_party/benchmark'
2025-03-14T03:59:20.5173400Z Entering 'third_party/protobuf/third_party/googletest'
2025-03-14T03:59:20.5274180Z Entering 'third_party/psimd'
2025-03-14T03:59:20.5374890Z Entering 'third_party/pthreadpool'
2025-03-14T03:59:20.5472860Z Entering 'third_party/pybind11'
2025-03-14T03:59:20.5570180Z Entering 'third_party/python-peachpy'
2025-03-14T03:59:20.5669350Z Entering 'third_party/sleef'
2025-03-14T03:59:20.5764670Z Entering 'third_party/tensorpipe'
2025-03-14T03:59:20.5859130Z Entering 'third_party/tensorpipe/third_party/googletest'
2025-03-14T03:59:20.5952500Z Entering 'third_party/tensorpipe/third_party/libnop'
2025-03-14T03:59:20.6051320Z Entering 'third_party/tensorpipe/third_party/libuv'
2025-03-14T03:59:20.6148230Z Entering 'third_party/tensorpipe/third_party/pybind11'
2025-03-14T03:59:20.6245220Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang'
2025-03-14T03:59:20.6356050Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader
2025-03-14T03:59:20.6415750Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :"
2025-03-14T03:59:20.6895260Z Entering 'android/libs/fbjni'
2025-03-14T03:59:20.6996520Z Entering 'third_party/FP16'
2025-03-14T03:59:20.7093310Z Entering 'third_party/FXdiv'
2025-03-14T03:59:20.7190340Z Entering 'third_party/NNPACK'
2025-03-14T03:59:20.7286260Z Entering 'third_party/NVTX'
2025-03-14T03:59:20.7382900Z Entering 'third_party/VulkanMemoryAllocator'
2025-03-14T03:59:20.7479500Z Entering 'third_party/XNNPACK'
2025-03-14T03:59:20.7582650Z Entering 'third_party/benchmark'
2025-03-14T03:59:20.7680760Z Entering 'third_party/composable_kernel'
2025-03-14T03:59:20.7779100Z Entering 'third_party/cpp-httplib'
2025-03-14T03:59:20.7876200Z Entering 'third_party/cpuinfo'
2025-03-14T03:59:20.7972590Z Entering 'third_party/cudnn_frontend'
2025-03-14T03:59:20.8068820Z Entering 'third_party/cutlass'
2025-03-14T03:59:20.8168430Z Entering 'third_party/eigen'
2025-03-14T03:59:20.8268840Z Entering 'third_party/fbgemm'
2025-03-14T03:59:20.8366300Z Entering 'third_party/fbgemm/third_party/asmjit'
2025-03-14T03:59:20.8465150Z Entering 'third_party/fbgemm/third_party/cpuinfo'
2025-03-14T03:59:20.8562340Z Entering 'third_party/fbgemm/third_party/cutlass'
2025-03-14T03:59:20.8659810Z Entering 'third_party/fbgemm/third_party/googletest'
2025-03-14T03:59:20.8756270Z Entering 'third_party/fbgemm/third_party/hipify_torch'
2025-03-14T03:59:20.8852740Z Entering 'third_party/flash-attention'
2025-03-14T03:59:20.8949040Z Entering 'third_party/flash-attention/csrc/composable_kernel'
2025-03-14T03:59:20.9048320Z Entering 'third_party/flash-attention/csrc/cutlass'
2025-03-14T03:59:20.9150840Z Entering 'third_party/flatbuffers'
2025-03-14T03:59:20.9251820Z Entering 'third_party/fmt'
2025-03-14T03:59:20.9347950Z Entering 'third_party/gemmlowp/gemmlowp'
2025-03-14T03:59:20.9444480Z Entering 'third_party/gloo'
2025-03-14T03:59:20.9540550Z Entering 'third_party/googletest'
2025-03-14T03:59:20.9636430Z Entering 'third_party/ideep'
2025-03-14T03:59:20.9730870Z Entering 'third_party/ideep/mkl-dnn'
2025-03-14T03:59:20.9830840Z Entering 'third_party/ittapi'
2025-03-14T03:59:20.9930390Z Entering 'third_party/kineto'
2025-03-14T03:59:21.0026390Z Entering 'third_party/kineto/libkineto/third_party/dynolog'
2025-03-14T03:59:21.0122010Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'
2025-03-14T03:59:21.0222360Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'
2025-03-14T03:59:21.0319010Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'
2025-03-14T03:59:21.0417400Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'
2025-03-14T03:59:21.0515110Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'
2025-03-14T03:59:21.0612800Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog'
2025-03-14T03:59:21.0708620Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'
2025-03-14T03:59:21.0806640Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json'
2025-03-14T03:59:21.0903070Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'
2025-03-14T03:59:21.1000300Z Entering 'third_party/kineto/libkineto/third_party/fmt'
2025-03-14T03:59:21.1095770Z Entering 'third_party/kineto/libkineto/third_party/googletest'
2025-03-14T03:59:21.1192340Z Entering 'third_party/kleidiai'
2025-03-14T03:59:21.1288920Z Entering 'third_party/mimalloc'
2025-03-14T03:59:21.1384650Z Entering 'third_party/nlohmann'
2025-03-14T03:59:21.1480180Z Entering 'third_party/onnx'
2025-03-14T03:59:21.1579060Z Entering 'third_party/onnx/third_party/pybind11'
2025-03-14T03:59:21.1677780Z Entering 'third_party/opentelemetry-cpp'
2025-03-14T03:59:21.1774110Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark'
2025-03-14T03:59:21.1869370Z Entering 'third_party/opentelemetry-cpp/third_party/googletest'
2025-03-14T03:59:21.1964110Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl'
2025-03-14T03:59:21.2058960Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json'
2025-03-14T03:59:21.2153410Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto'
2025-03-14T03:59:21.2248070Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp'
2025-03-14T03:59:21.2342120Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp'
2025-03-14T03:59:21.2435070Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb'
2025-03-14T03:59:21.2530660Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest'
2025-03-14T03:59:21.2626900Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg'
2025-03-14T03:59:21.2736100Z Entering 'third_party/pocketfft'
2025-03-14T03:59:21.2829600Z Entering 'third_party/protobuf'
2025-03-14T03:59:21.2925980Z Entering 'third_party/protobuf/third_party/benchmark'
2025-03-14T03:59:21.3021820Z Entering 'third_party/protobuf/third_party/googletest'
2025-03-14T03:59:21.3118950Z Entering 'third_party/psimd'
2025-03-14T03:59:21.3216100Z Entering 'third_party/pthreadpool'
2025-03-14T03:59:21.3310910Z Entering 'third_party/pybind11'
2025-03-14T03:59:21.3413160Z Entering 'third_party/python-peachpy'
2025-03-14T03:59:21.3509110Z Entering 'third_party/sleef'
2025-03-14T03:59:21.3605200Z Entering 'third_party/tensorpipe'
2025-03-14T03:59:21.3699870Z Entering 'third_party/tensorpipe/third_party/googletest'
2025-03-14T03:59:21.3794650Z Entering 'third_party/tensorpipe/third_party/libnop'
2025-03-14T03:59:21.3888790Z Entering 'third_party/tensorpipe/third_party/libuv'
2025-03-14T03:59:21.3983220Z Entering 'third_party/tensorpipe/third_party/pybind11'
2025-03-14T03:59:21.4075860Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang'
2025-03-14T03:59:21.4185610Z [command]/usr/bin/git config --local http.https://github.com/.extraheader AUTHORIZATION: basic ***
2025-03-14T03:59:21.4255840Z ##[endgroup]
2025-03-14T03:59:21.4256210Z ##[group]Fetching the repository
2025-03-14T03:59:21.4260470Z [command]/usr/bin/git -c protocol.version=2 fetch --no-tags --prune --no-recurse-submodules --depth=1 origin aed0b7a742a2d7b7901790622829cbd2135049a4
2025-03-14T03:59:26.4224800Z From https://github.com/pytorch/pytorch
2025-03-14T03:59:26.4225450Z  * branch                    aed0b7a742a2d7b7901790622829cbd2135049a4 -> FETCH_HEAD
2025-03-14T03:59:26.4269570Z ##[endgroup]
2025-03-14T03:59:26.4269980Z ##[group]Determining the checkout info
2025-03-14T03:59:26.4270630Z ##[endgroup]
2025-03-14T03:59:26.4273140Z [command]/usr/bin/git sparse-checkout disable
2025-03-14T03:59:26.4452080Z [command]/usr/bin/git config --local --unset-all extensions.worktreeConfig
2025-03-14T03:59:26.4515600Z ##[group]Checking out the ref
2025-03-14T03:59:26.4517780Z [command]/usr/bin/git checkout --progress --force aed0b7a742a2d7b7901790622829cbd2135049a4
2025-03-14T03:59:26.7934390Z Warning: you are leaving 1 commit behind, not connected to
2025-03-14T03:59:26.7934770Z any of your branches:
2025-03-14T03:59:26.7934910Z 
2025-03-14T03:59:26.7935110Z   fdb56a76b39 Use std::string_view in get_fully_qualified_type_name
2025-03-14T03:59:26.7935400Z 
2025-03-14T03:59:26.7935600Z If you want to keep it by creating a new branch, this may be a good time
2025-03-14T03:59:26.7935990Z to do so with:
2025-03-14T03:59:26.7936100Z 
2025-03-14T03:59:26.7936340Z  git branch <new-branch-name> fdb56a76b39
2025-03-14T03:59:26.7936550Z 
2025-03-14T03:59:26.7962060Z HEAD is now at aed0b7a742a [c10d] Add param recording for uniqueID broadcasting and allgather (#149166)
2025-03-14T03:59:26.7970030Z ##[endgroup]
2025-03-14T03:59:26.8049260Z [command]/usr/bin/git log -1 --format=%H
2025-03-14T03:59:26.8110730Z aed0b7a742a2d7b7901790622829cbd2135049a4
2025-03-14T03:59:26.8186660Z ##[group]Run git clean -fxd
2025-03-14T03:59:26.8186890Z git clean -fxd
2025-03-14T03:59:26.8202730Z shell: /bin/bash -e {0}
2025-03-14T03:59:26.8202920Z ##[endgroup]
2025-03-14T03:59:26.8959160Z Prepare all required actions
2025-03-14T03:59:26.8959470Z Getting action download info
2025-03-14T03:59:27.0238210Z Download action repository 'seemethere/download-artifact-s3@v4' (SHA:1da556a7aa0a088e3153970611f6c432d58e80e6)
2025-03-14T03:59:27.3373080Z Download action repository 'actions/download-artifact@v4' (SHA:cc203385981b70ca67e1cc392babf9cc229d5806)
2025-03-14T03:59:27.6074530Z ##[group]Run ./.github/actions/download-build-artifacts
2025-03-14T03:59:27.6074860Z with:
2025-03-14T03:59:27.6075020Z   name: macos-py3-arm64
2025-03-14T03:59:27.6075230Z   use-gha: true
2025-03-14T03:59:27.6075420Z   s3-bucket: gha-artifacts
2025-03-14T03:59:27.6075640Z ##[endgroup]
2025-03-14T03:59:27.6226630Z ##[group]Run actions/download-artifact@v4
2025-03-14T03:59:27.6226890Z with:
2025-03-14T03:59:27.6227050Z   name: macos-py3-arm64
2025-03-14T03:59:27.6227250Z   merge-multiple: false
2025-03-14T03:59:27.6227490Z   repository: pytorch/pytorch
2025-03-14T03:59:27.6227740Z   run-id: 13849515284
2025-03-14T03:59:27.6227910Z ##[endgroup]
2025-03-14T03:59:27.7687030Z Downloading single artifact
2025-03-14T03:59:27.8491710Z Preparing to download the following artifacts:
2025-03-14T03:59:27.8492270Z - macos-py3-arm64 (ID: 2750416560, Size: 66638750)
2025-03-14T03:59:27.8903790Z Redirecting to blob download url: https://productionresultssa14.blob.core.windows.net/actions-results/91f8cbaf-1cb2-4928-9b60-b04d0c18396d/workflow-job-run-736ce4ea-9de0-5055-b04f-a042dca52a4f/artifacts/e6751562b1f6f20bcd6ad8a8dad1f3c02045e3fad46dd739dee73dcfde9461bb.zip
2025-03-14T03:59:27.8906200Z Starting download of artifact to: /Users/ec2-user/runner/_work/pytorch/pytorch
2025-03-14T03:59:28.0390050Z (node:38598) [DEP0005] DeprecationWarning: Buffer() is deprecated due to security and usability issues. Please use the Buffer.alloc(), Buffer.allocUnsafe(), or Buffer.from() methods instead.
2025-03-14T03:59:28.0399550Z (Use `node --trace-deprecation ...` to show where the warning was created)
2025-03-14T03:59:28.9522770Z Artifact download completed successfully.
2025-03-14T03:59:28.9523210Z Total of 1 artifact(s) downloaded
2025-03-14T03:59:28.9528300Z Download artifact has finished successfully
2025-03-14T03:59:28.9596510Z ##[group]Run unzip -o artifacts.zip
2025-03-14T03:59:28.9596800Z unzip -o artifacts.zip
2025-03-14T03:59:28.9615290Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2025-03-14T03:59:28.9615630Z ##[endgroup]
2025-03-14T03:59:29.0052740Z Archive:  artifacts.zip
2025-03-14T03:59:29.0053050Z    creating: dist/
2025-03-14T03:59:29.4314630Z   inflating: dist/torch-2.8.0a0+gitaed0b7a-cp39-cp39-macosx_11_0_arm64.whl  
2025-03-14T03:59:29.4454260Z   inflating: build/.ninja_log        
2025-03-14T03:59:29.5001840Z   inflating: build/compile_commands.json  
2025-03-14T03:59:29.5002170Z    creating: .additional_ci_files/
2025-03-14T03:59:29.5107810Z   inflating: .additional_ci_files/test-times.json  
2025-03-14T03:59:29.5544820Z   inflating: .additional_ci_files/test-class-times.json  
2025-03-14T03:59:29.5567500Z ##[group]Run rm artifacts.zip
2025-03-14T03:59:29.5567750Z rm artifacts.zip
2025-03-14T03:59:29.5583220Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2025-03-14T03:59:29.5583530Z ##[endgroup]
2025-03-14T03:59:29.5991140Z ##[group]Run df -H
2025-03-14T03:59:29.5991380Z df -H
2025-03-14T03:59:29.6006920Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2025-03-14T03:59:29.6007220Z ##[endgroup]
2025-03-14T03:59:29.6382000Z Filesystem        Size    Used   Avail Capacity iused ifree %iused  Mounted on
2025-03-14T03:59:29.6382610Z /dev/disk5s2s1    275G     10G    183G     6%    404k  1.8G    0%   /
2025-03-14T03:59:29.6383230Z devfs             222k    222k      0B   100%     752     0  100%   /dev
2025-03-14T03:59:29.6383790Z /dev/disk5s5      275G   1074M    183G     1%       1  1.8G    0%   /System/Volumes/VM
2025-03-14T03:59:29.6384680Z /dev/disk5s3      275G   6122M    183G     4%    1.0k  1.8G    0%   /System/Volumes/Preboot
2025-03-14T03:59:29.6385730Z /dev/disk1s2      524M   6312k    406M     2%       1  4.0M    0%   /System/Volumes/xarts
2025-03-14T03:59:29.6386310Z /dev/disk1s1      524M     56M    406M    13%      61  4.0M    0%   /System/Volumes/iSCPreboot
2025-03-14T03:59:29.6386890Z /dev/disk1s3      524M    786k    406M     1%      51  4.0M    0%   /System/Volumes/Hardware
2025-03-14T03:59:29.6387440Z /dev/disk5s1      275G     73G    183G    29%    4.7M  1.8G    0%   /System/Volumes/Data
2025-03-14T03:59:29.6388230Z map auto_home       0B      0B      0B   100%       0     0     -   /System/Volumes/Data/home
2025-03-14T03:59:29.6388820Z /dev/disk3s4      245G    123k    226G     1%      18  2.2G    0%   /private/tmp/tmp-mount-wIHCRm
2025-03-14T03:59:29.6540350Z ##[group]Run pytorch/test-infra/.github/actions/setup-miniconda@main
2025-03-14T03:59:29.6540680Z with:
2025-03-14T03:59:29.6540840Z   python-version: 3.9.12
2025-03-14T03:59:29.6541120Z   environment-file: .github/requirements/conda-env-macOS-ARM64
2025-03-14T03:59:29.6547600Z   pip-requirements-file: .github/requirements/pip-requirements-macOS.txt
2025-03-14T03:59:29.6547990Z   miniconda-version: 24.7.1-0
2025-03-14T03:59:29.6548300Z   default-packages: cmake=3.22 ninja=1.10 pkg-config=0.29 wheel=0.37
2025-03-14T03:59:29.6548620Z ##[endgroup]
2025-03-14T03:59:29.6562150Z ##[group]Run echo "today=$(/bin/date -u '+%Y%m%d')d" >> "${GITHUB_OUTPUT}"
2025-03-14T03:59:29.6562610Z echo "today=$(/bin/date -u '+%Y%m%d')d" >> "${GITHUB_OUTPUT}"
2025-03-14T03:59:29.6563290Z echo "default_packages_checksum=$(echo -n cmake=3.22 ninja=1.10 pkg-config=0.29 wheel=0.37 | md5sum | awk '{print $1}' )" >> "${GITHUB_OUTPUT}"
2025-03-14T03:59:29.6578510Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2025-03-14T03:59:29.6578800Z ##[endgroup]
2025-03-14T03:59:29.7008660Z /Users/ec2-user/runner/_work/_temp/6f068573-8f47-49b5-bd1e-ce7549a059b7.sh: line 2: md5sum: command not found
2025-03-14T03:59:29.7076550Z ##[group]Run actions/cache@v3
2025-03-14T03:59:29.7076980Z with:
2025-03-14T03:59:29.7077210Z   path: /Users/ec2-user/runner/_work/_temp/miniconda
2025-03-14T03:59:29.7077570Z   key: miniconda-24.7.1-0-macOS-ARM64-3.9.12--20250314d
2025-03-14T03:59:29.7077880Z   enableCrossOsArchive: false
2025-03-14T03:59:29.7078120Z   fail-on-cache-miss: false
2025-03-14T03:59:29.7078330Z   lookup-only: false
2025-03-14T03:59:29.7078520Z ##[endgroup]
2025-03-14T03:59:30.0338100Z Cache not found for input keys: miniconda-24.7.1-0-macOS-ARM64-3.9.12--20250314d
2025-03-14T03:59:30.0403530Z ##[group]Run MINICONDA_INSTALL_PATH="${RUNNER_TEMP}/miniconda"
2025-03-14T03:59:30.0404070Z MINICONDA_INSTALL_PATH="${RUNNER_TEMP}/miniconda"
2025-03-14T03:59:30.0404490Z mkdir -p "${MINICONDA_INSTALL_PATH}"
2025-03-14T03:59:30.0404880Z case ${RUNNER_OS}-${RUNNER_ARCH} in
2025-03-14T03:59:30.0405190Z   Linux-X64)
2025-03-14T03:59:30.0405460Z     MINICONDA_ARCH="Linux-x86_64"
2025-03-14T03:59:30.0405890Z     ;;
2025-03-14T03:59:30.0406120Z   macOS-ARM64)
2025-03-14T03:59:30.0406430Z     MINICONDA_ARCH="MacOSX-arm64"
2025-03-14T03:59:30.0406730Z     ;;
2025-03-14T03:59:30.0406950Z   macOS-X64)
2025-03-14T03:59:30.0407230Z     MINICONDA_ARCH="MacOSX-x86_64"
2025-03-14T03:59:30.0407540Z     ;;
2025-03-14T03:59:30.0407760Z   *)
2025-03-14T03:59:30.0408230Z   echo "::error::Platform ${RUNNER_OS}-${RUNNER_ARCH} currently unsupported using this action"
2025-03-14T03:59:30.0408750Z     exit 1
2025-03-14T03:59:30.0408960Z     ;;
2025-03-14T03:59:30.0409160Z esac
2025-03-14T03:59:30.0409760Z MINICONDA_URL="https://repo.anaconda.com/miniconda/Miniconda3-py39_${MINICONDA_VERSION}-${MINICONDA_ARCH}.sh"
2025-03-14T03:59:30.0410550Z curl -fsSL "${MINICONDA_URL}" -o "${MINICONDA_INSTALL_PATH}/miniconda.sh"
2025-03-14T03:59:30.0411300Z bash "${MINICONDA_INSTALL_PATH}/miniconda.sh" -b -u -p "${MINICONDA_INSTALL_PATH}"
2025-03-14T03:59:30.0411870Z rm -rf "${MINICONDA_INSTALL_PATH}/miniconda.sh"
2025-03-14T03:59:30.0429440Z shell: /bin/bash -l {0}
2025-03-14T03:59:30.0429680Z env:
2025-03-14T03:59:30.0429870Z   MINICONDA_VERSION: 24.7.1-0
2025-03-14T03:59:30.0430100Z ##[endgroup]
2025-03-14T03:59:31.4984640Z PREFIX=/Users/ec2-user/runner/_work/_temp/miniconda
2025-03-14T03:59:31.8569400Z Unpacking payload ...
2025-03-14T03:59:43.3458510Z 
2025-03-14T03:59:43.3458810Z Installing base environment...
2025-03-14T03:59:43.3459080Z 
2025-03-14T03:59:48.0664370Z Preparing transaction: ...working... done
2025-03-14T03:59:54.2700280Z Executing transaction: ...working... 
2025-03-14T03:59:54.2700610Z done
2025-03-14T03:59:56.6561840Z installation finished.
2025-03-14T03:59:56.6609500Z ##[group]Run set -x
2025-03-14T03:59:56.6609700Z set -x
2025-03-14T03:59:56.6609860Z 
2025-03-14T03:59:56.6610090Z MINICONDA_INSTALL_PATH="${RUNNER_TEMP}/miniconda"
2025-03-14T03:59:56.6610530Z echo "${MINICONDA_INSTALL_PATH}/bin" >> $GITHUB_PATH
2025-03-14T03:59:56.6610970Z # NB: GITHUB_PATH has a lower priority than PATH, so also set the path
2025-03-14T03:59:56.6611410Z # here to make sure that the correct conda is used
2025-03-14T03:59:56.6611700Z {
2025-03-14T03:59:56.6611940Z   echo "PATH=${MINICONDA_INSTALL_PATH}/bin:${PATH}"
2025-03-14T03:59:56.6612340Z   echo "CONDA_EXE=${MINICONDA_INSTALL_PATH}/bin/conda";
2025-03-14T03:59:56.6612660Z } >> "${GITHUB_ENV}"
2025-03-14T03:59:56.6627940Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2025-03-14T03:59:56.6628230Z ##[endgroup]
2025-03-14T03:59:56.7012580Z + MINICONDA_INSTALL_PATH=/Users/ec2-user/runner/_work/_temp/miniconda
2025-03-14T03:59:56.7013060Z + echo /Users/ec2-user/runner/_work/_temp/miniconda/bin
2025-03-14T03:59:56.7014350Z + echo PATH=/Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T03:59:56.7015780Z + echo CONDA_EXE=/Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T03:59:56.8556820Z ##[group]Run actions/cache@v3
2025-03-14T03:59:56.8557090Z with:
2025-03-14T03:59:56.8557360Z   path: /Users/ec2-user/runner/_work/_temp/conda-python-3.9.12
2025-03-14T03:59:56.8558260Z   key: miniconda-env-macOS-ARM64-3.9.12--20250314d-df4fea1f0320691e2ceb8626578a181fee2e2aab8244c248a366f57a0ba49f19-046cd3346f844bf3160d90384b83ccfea55735bda92d04f6aa90c907cf580d17
2025-03-14T03:59:56.8567070Z   enableCrossOsArchive: false
2025-03-14T03:59:56.8567310Z   fail-on-cache-miss: false
2025-03-14T03:59:56.8567550Z   lookup-only: false
2025-03-14T03:59:56.8567750Z env:
2025-03-14T03:59:56.8568560Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T03:59:56.8569530Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T03:59:56.8569860Z ##[endgroup]
2025-03-14T03:59:57.2271480Z Cache not found for input keys: miniconda-env-macOS-ARM64-3.9.12--20250314d-df4fea1f0320691e2ceb8626578a181fee2e2aab8244c248a366f57a0ba49f19-046cd3346f844bf3160d90384b83ccfea55735bda92d04f6aa90c907cf580d17
2025-03-14T03:59:57.2337430Z ##[group]Run set -x
2025-03-14T03:59:57.2337850Z set -x
2025-03-14T03:59:57.2351300Z 
2025-03-14T03:59:57.2351850Z CONDA_BASE_ENV="${RUNNER_TEMP}/conda-python-${PYTHON_VERSION}"
2025-03-14T03:59:57.2352490Z ENV_FILE_FLAG=""
2025-03-14T03:59:57.2352970Z if [[ -f "${ENV_FILE}" ]]; then
2025-03-14T03:59:57.2353520Z   ENV_FILE_FLAG="--file ${ENV_FILE}"
2025-03-14T03:59:57.2354070Z elif [[ -n "${ENV_FILE}" ]]; then
2025-03-14T03:59:57.2354900Z   echo "::warning::Specified env file (${ENV_FILE}) not found, not going to include it"
2025-03-14T03:59:57.2355720Z fi
2025-03-14T03:59:57.2356010Z 
2025-03-14T03:59:57.2356310Z CONDA_EXTRA_FLAGS=""
2025-03-14T03:59:57.2356820Z if [[ "${PYTHON_VERSION}" == "3.11" ]]; then
2025-03-14T03:59:57.2357450Z   CONDA_EXTRA_FLAGS=" -c pytorch-nightly"
2025-03-14T03:59:57.2357930Z fi
2025-03-14T03:59:57.2358230Z 
2025-03-14T03:59:57.2358790Z # Print the conda we are using here in case we need debugging information
2025-03-14T03:59:57.2359520Z CONDA_RUNTIME=$(which conda)
2025-03-14T03:59:57.2360020Z "${CONDA_RUNTIME}" --version
2025-03-14T03:59:57.2360450Z 
2025-03-14T03:59:57.2361090Z "${CONDA_RUNTIME}" create \
2025-03-14T03:59:57.2361580Z   --yes --quiet \
2025-03-14T03:59:57.2362020Z   --prefix "${CONDA_BASE_ENV}" \
2025-03-14T03:59:57.2362480Z   ${ENV_FILE_FLAG} \
2025-03-14T03:59:57.2362930Z   python="${PYTHON_VERSION}" \
2025-03-14T03:59:57.2363510Z   cmake=3.22 ninja=1.10 pkg-config=0.29 wheel=0.37 \
2025-03-14T03:59:57.2364090Z   ${CONDA_EXTRA_FLAGS}
2025-03-14T03:59:57.2364470Z 
2025-03-14T03:59:57.2364850Z if [[ -f "${PIP_REQUIREMENTS_FILE}" ]]; then
2025-03-14T03:59:57.2365860Z   "${CONDA_RUNTIME}" run -p "${CONDA_BASE_ENV}" --no-capture-output python3 -mpip install -r "${PIP_REQUIREMENTS_FILE}"
2025-03-14T03:59:57.2366880Z elif [[ -n "${PIP_REQUIREMENTS_FILE}" ]]; then
2025-03-14T03:59:57.2367890Z   echo "::warning::Specified pip requirements file (${PIP_REQUIREMENTS_FILE}) not found, not going to include it"
2025-03-14T03:59:57.2368770Z fi
2025-03-14T03:59:57.2403230Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2025-03-14T03:59:57.2403760Z env:
2025-03-14T03:59:57.2405240Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T03:59:57.2407270Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T03:59:57.2407880Z   PYTHON_VERSION: 3.9.12
2025-03-14T03:59:57.2408360Z   ENV_FILE: .github/requirements/conda-env-macOS-ARM64
2025-03-14T03:59:57.2409100Z   PIP_REQUIREMENTS_FILE: .github/requirements/pip-requirements-macOS.txt
2025-03-14T03:59:57.2409730Z ##[endgroup]
2025-03-14T03:59:57.2856020Z + CONDA_BASE_ENV=/Users/ec2-user/runner/_work/_temp/conda-python-3.9.12
2025-03-14T03:59:57.2856550Z + ENV_FILE_FLAG=
2025-03-14T03:59:57.2856890Z + [[ -f .github/requirements/conda-env-macOS-ARM64 ]]
2025-03-14T03:59:57.2857430Z + ENV_FILE_FLAG='--file .github/requirements/conda-env-macOS-ARM64'
2025-03-14T03:59:57.2857820Z + CONDA_EXTRA_FLAGS=
2025-03-14T03:59:57.2858030Z + [[ 3.9.12 == \3\.\1\1 ]]
2025-03-14T03:59:57.2858700Z ++ which conda
2025-03-14T03:59:57.2891140Z + CONDA_RUNTIME=/Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T03:59:57.2891720Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda --version
2025-03-14T04:00:00.5954410Z conda 24.7.1
2025-03-14T04:00:00.6257620Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda create --yes --quiet --prefix /Users/ec2-user/runner/_work/_temp/conda-python-3.9.12 --file .github/requirements/conda-env-macOS-ARM64 python=3.9.12 cmake=3.22 ninja=1.10 pkg-config=0.29 wheel=0.37
2025-03-14T04:00:01.0435560Z Channels:
2025-03-14T04:00:01.0435970Z  - defaults
2025-03-14T04:00:01.0436200Z Platform: osx-arm64
2025-03-14T04:00:02.3419370Z Collecting package metadata (repodata.json): ...working... done
2025-03-14T04:00:02.3608890Z Solving environment: ...working... done
2025-03-14T04:00:05.0851420Z 
2025-03-14T04:00:05.0851700Z ## Package Plan ##
2025-03-14T04:00:05.0852150Z 
2025-03-14T04:00:05.0853410Z   environment location: /Users/ec2-user/runner/_work/_temp/conda-python-3.9.12
2025-03-14T04:00:05.0853790Z 
2025-03-14T04:00:05.0853900Z   added / updated specs:
2025-03-14T04:00:05.0854170Z     - certifi
2025-03-14T04:00:05.0854430Z     - cmake[version='3.22.*,3.22.*']
2025-03-14T04:00:05.0864020Z     - dataclasses==0.8
2025-03-14T04:00:05.0864340Z     - expecttest==0.1.3
2025-03-14T04:00:05.0864740Z     - libuv[version='>=1.39.0,<=1.40.0']
2025-03-14T04:00:05.0865030Z     - ninja=1.10
2025-03-14T04:00:05.0867590Z     - numpy==1.22.3
2025-03-14T04:00:05.0867880Z     - pillow==10.0.1
2025-03-14T04:00:05.0868120Z     - pip==22.2.2
2025-03-14T04:00:05.0868380Z     - pkg-config[version='0.29.*,0.29.2']
2025-03-14T04:00:05.0868690Z     - python=3.9.12
2025-03-14T04:00:05.0868930Z     - pyyaml==6.0
2025-03-14T04:00:05.0869170Z     - setuptools==72.1.0
2025-03-14T04:00:05.0869700Z     - typing-extensions==4.11.0
2025-03-14T04:00:05.0870040Z     - wheel[version='0.37.*,0.37.1']
2025-03-14T04:00:05.0870230Z 
2025-03-14T04:00:05.0870240Z 
2025-03-14T04:00:05.0870360Z The following packages will be downloaded:
2025-03-14T04:00:05.0870580Z 
2025-03-14T04:00:05.0870700Z     package                    |            build
2025-03-14T04:00:05.0871050Z     ---------------------------|-----------------
2025-03-14T04:00:05.0871440Z     blas-1.0                   |         openblas          10 KB
2025-03-14T04:00:05.0871910Z     ca-certificates-2025.2.25  |       hca03da5_0         131 KB
2025-03-14T04:00:05.0872380Z     certifi-2025.1.31          |   py39hca03da5_0         163 KB
2025-03-14T04:00:05.0872830Z     cmake-3.22.1               |       hae769c0_0         6.9 MB
2025-03-14T04:00:05.0873260Z     dataclasses-0.8            |     pyh6d0b6a4_7           8 KB
2025-03-14T04:00:05.0873700Z     expat-2.6.4                |       h313beb8_0         152 KB
2025-03-14T04:00:05.0874150Z     expecttest-0.1.3           |     pyhd3eb1b0_0          10 KB
2025-03-14T04:00:05.0874590Z     freetype-2.12.1            |       h1192e45_0         570 KB
2025-03-14T04:00:05.0875030Z     giflib-5.2.2               |       h80987f9_0          78 KB
2025-03-14T04:00:05.0875660Z     jpeg-9e                    |       h80987f9_3         245 KB
2025-03-14T04:00:05.0876060Z     krb5-1.20.1                |       h8380606_1         1.2 MB
2025-03-14T04:00:05.0876480Z     lcms2-2.16                 |       he93ba84_0         238 KB
2025-03-14T04:00:05.0876900Z     lerc-4.0.0                 |       h313beb8_0         196 KB
2025-03-14T04:00:05.0877330Z     libcurl-8.2.1              |       h0f1d93c_0         343 KB
2025-03-14T04:00:05.0877760Z     libdeflate-1.22            |       h80987f9_0          57 KB
2025-03-14T04:00:05.0878210Z     libgfortran-5.0.0          |11_3_0_hca03da5_28         142 KB
2025-03-14T04:00:05.0878660Z     libgfortran5-11.3.0        |      h009349e_28         1.0 MB
2025-03-14T04:00:05.0879120Z     libnghttp2-1.52.0          |       h10c0552_1         628 KB
2025-03-14T04:00:05.0879570Z     libopenblas-0.3.21         |       h269037a_0         3.3 MB
2025-03-14T04:00:05.0879990Z     libpng-1.6.39              |       h80987f9_0         283 KB
2025-03-14T04:00:05.0880430Z     libssh2-1.10.0             |       h449679c_2         289 KB
2025-03-14T04:00:05.0880840Z     libtiff-4.5.1              |       hc9ead59_1         494 KB
2025-03-14T04:00:05.0881250Z     libuv-1.39.0               |       h1a28f6b_0         359 KB
2025-03-14T04:00:05.0881660Z     libwebp-1.3.2              |       ha3663a8_0          86 KB
2025-03-14T04:00:05.0882090Z     libwebp-base-1.3.2         |       h80987f9_1         303 KB
2025-03-14T04:00:05.0882510Z     llvm-openmp-14.0.6         |       hc6e5704_0         253 KB
2025-03-14T04:00:05.0882930Z     ninja-1.10.2               |       hca03da5_5           9 KB
2025-03-14T04:00:05.0883350Z     ninja-base-1.10.2          |       h525c30c_5         108 KB
2025-03-14T04:00:05.0883780Z     numpy-1.22.3               |   py39h25ab29e_0          11 KB
2025-03-14T04:00:05.0884190Z     numpy-base-1.22.3          |   py39h974a1f5_0         4.6 MB
2025-03-14T04:00:05.0884620Z     openjpeg-2.5.2             |       h54b8e55_0         324 KB
2025-03-14T04:00:05.0885040Z     openssl-1.1.1w             |       h1a28f6b_0         3.1 MB
2025-03-14T04:00:05.0885440Z     pillow-10.0.1              |   py39h3b245a6_0         684 KB
2025-03-14T04:00:05.0885830Z     pip-22.2.2                 |   py39hca03da5_0         2.3 MB
2025-03-14T04:00:05.0886230Z     pkg-config-0.29.2          |       h1a28f6b_0         230 KB
2025-03-14T04:00:05.0886630Z     python-3.9.12              |       hbdb9e5c_1        10.2 MB
2025-03-14T04:00:05.0887010Z     pyyaml-6.0                 |   py39h80987f9_1         166 KB
2025-03-14T04:00:05.0887410Z     rhash-1.4.1                |       hf27765b_1         190 KB
2025-03-14T04:00:05.0887820Z     typing-extensions-4.11.0   |   py39hca03da5_0          10 KB
2025-03-14T04:00:05.0888400Z     typing_extensions-4.11.0   |   py39hca03da5_0          60 KB
2025-03-14T04:00:05.0888830Z     tzdata-2025a               |       h04d1e81_0         117 KB
2025-03-14T04:00:05.0889220Z     wheel-0.37.1               |     pyhd3eb1b0_0          33 KB
2025-03-14T04:00:05.0889610Z     xz-5.6.4                   |       h80987f9_1         289 KB
2025-03-14T04:00:05.0890000Z     yaml-0.2.5                 |       h1a28f6b_0          71 KB
2025-03-14T04:00:05.0890430Z     zstd-1.5.6                 |       hfb09047_0         518 KB
2025-03-14T04:00:05.0890790Z     ------------------------------------------------------------
2025-03-14T04:00:05.0891100Z                                            Total:        40.2 MB
2025-03-14T04:00:05.0891300Z 
2025-03-14T04:00:05.0891410Z The following NEW packages will be INSTALLED:
2025-03-14T04:00:05.0891640Z 
2025-03-14T04:00:05.0891870Z   blas               pkgs/main/osx-arm64::blas-1.0-openblas 
2025-03-14T04:00:05.0892500Z   bzip2              pkgs/main/osx-arm64::bzip2-1.0.8-h80987f9_6 
2025-03-14T04:00:05.0892990Z   c-ares             pkgs/main/osx-arm64::c-ares-1.19.1-h80987f9_0 
2025-03-14T04:00:05.0893540Z   ca-certificates    pkgs/main/osx-arm64::ca-certificates-2025.2.25-hca03da5_0 
2025-03-14T04:00:05.0894330Z   certifi            pkgs/main/osx-arm64::certifi-2025.1.31-py39hca03da5_0 
2025-03-14T04:00:05.0894820Z   cmake              pkgs/main/osx-arm64::cmake-3.22.1-hae769c0_0 
2025-03-14T04:00:05.0895280Z   dataclasses        pkgs/main/noarch::dataclasses-0.8-pyh6d0b6a4_7 
2025-03-14T04:00:05.0895740Z   expat              pkgs/main/osx-arm64::expat-2.6.4-h313beb8_0 
2025-03-14T04:00:05.0896190Z   expecttest         pkgs/main/noarch::expecttest-0.1.3-pyhd3eb1b0_0 
2025-03-14T04:00:05.0896670Z   freetype           pkgs/main/osx-arm64::freetype-2.12.1-h1192e45_0 
2025-03-14T04:00:05.0897130Z   giflib             pkgs/main/osx-arm64::giflib-5.2.2-h80987f9_0 
2025-03-14T04:00:05.0897550Z   jpeg               pkgs/main/osx-arm64::jpeg-9e-h80987f9_3 
2025-03-14T04:00:05.0897990Z   krb5               pkgs/main/osx-arm64::krb5-1.20.1-h8380606_1 
2025-03-14T04:00:05.0898420Z   lcms2              pkgs/main/osx-arm64::lcms2-2.16-he93ba84_0 
2025-03-14T04:00:05.0898840Z   lerc               pkgs/main/osx-arm64::lerc-4.0.0-h313beb8_0 
2025-03-14T04:00:05.0899290Z   libcurl            pkgs/main/osx-arm64::libcurl-8.2.1-h0f1d93c_0 
2025-03-14T04:00:05.0899740Z   libcxx             pkgs/main/osx-arm64::libcxx-14.0.6-h848a8c0_0 
2025-03-14T04:00:05.0900230Z   libdeflate         pkgs/main/osx-arm64::libdeflate-1.22-h80987f9_0 
2025-03-14T04:00:05.0900740Z   libedit            pkgs/main/osx-arm64::libedit-3.1.20230828-h80987f9_0 
2025-03-14T04:00:05.0901230Z   libev              pkgs/main/osx-arm64::libev-4.33-h1a28f6b_1 
2025-03-14T04:00:05.0901700Z   libffi             pkgs/main/osx-arm64::libffi-3.4.4-hca03da5_1 
2025-03-14T04:00:05.0902260Z   libgfortran        pkgs/main/osx-arm64::libgfortran-5.0.0-11_3_0_hca03da5_28 
2025-03-14T04:00:05.0902820Z   libgfortran5       pkgs/main/osx-arm64::libgfortran5-11.3.0-h009349e_28 
2025-03-14T04:00:05.0903340Z   libiconv           pkgs/main/osx-arm64::libiconv-1.16-h80987f9_3 
2025-03-14T04:00:05.0903870Z   libnghttp2         pkgs/main/osx-arm64::libnghttp2-1.52.0-h10c0552_1 
2025-03-14T04:00:05.0904400Z   libopenblas        pkgs/main/osx-arm64::libopenblas-0.3.21-h269037a_0 
2025-03-14T04:00:05.0904920Z   libpng             pkgs/main/osx-arm64::libpng-1.6.39-h80987f9_0 
2025-03-14T04:00:05.0905380Z   libssh2            pkgs/main/osx-arm64::libssh2-1.10.0-h449679c_2 
2025-03-14T04:00:05.0905860Z   libtiff            pkgs/main/osx-arm64::libtiff-4.5.1-hc9ead59_1 
2025-03-14T04:00:05.0906300Z   libuv              pkgs/main/osx-arm64::libuv-1.39.0-h1a28f6b_0 
2025-03-14T04:00:05.0906750Z   libwebp            pkgs/main/osx-arm64::libwebp-1.3.2-ha3663a8_0 
2025-03-14T04:00:05.0907270Z   libwebp-base       pkgs/main/osx-arm64::libwebp-base-1.3.2-h80987f9_1 
2025-03-14T04:00:05.0908020Z   llvm-openmp        pkgs/main/osx-arm64::llvm-openmp-14.0.6-hc6e5704_0 
2025-03-14T04:00:05.0908530Z   lz4-c              pkgs/main/osx-arm64::lz4-c-1.9.4-h313beb8_1 
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2025-03-14T04:00:05.0909420Z   ninja              pkgs/main/osx-arm64::ninja-1.10.2-hca03da5_5 
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2025-03-14T04:00:05.0910380Z   numpy              pkgs/main/osx-arm64::numpy-1.22.3-py39h25ab29e_0 
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2025-03-14T04:00:05.0911420Z   openjpeg           pkgs/main/osx-arm64::openjpeg-2.5.2-h54b8e55_0 
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2025-03-14T04:00:05.0912870Z   pip                pkgs/main/osx-arm64::pip-22.2.2-py39hca03da5_0 
2025-03-14T04:00:05.0913360Z   pkg-config         pkgs/main/osx-arm64::pkg-config-0.29.2-h1a28f6b_0 
2025-03-14T04:00:05.0913840Z   python             pkgs/main/osx-arm64::python-3.9.12-hbdb9e5c_1 
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2025-03-14T04:00:13.7115630Z + [[ -f .github/requirements/pip-requirements-macOS.txt ]]
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2025-03-14T04:00:21.2021330Z Collecting urllib3<1.27,>=1.25.4
2025-03-14T04:00:21.2054150Z   Using cached urllib3-1.26.20-py2.py3-none-any.whl (144 kB)
2025-03-14T04:00:21.2219420Z Collecting python-dateutil<3.0.0,>=2.1
2025-03-14T04:00:21.2251700Z   Using cached python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB)
2025-03-14T04:00:21.2572500Z Collecting rsa<5,>=3.1.4
2025-03-14T04:00:21.2597700Z   Using cached rsa-4.9-py3-none-any.whl (34 kB)
2025-03-14T04:00:21.2791450Z Collecting pyasn1-modules>=0.2.1
2025-03-14T04:00:21.2828960Z   Using cached pyasn1_modules-0.4.1-py3-none-any.whl (181 kB)
2025-03-14T04:00:21.3018360Z Collecting cachetools<6.0,>=2.0.0
2025-03-14T04:00:21.3049140Z   Using cached cachetools-5.5.2-py3-none-any.whl (10 kB)
2025-03-14T04:00:21.3325390Z Collecting requests-oauthlib>=0.7.0
2025-03-14T04:00:21.3363800Z   Using cached requests_oauthlib-2.0.0-py2.py3-none-any.whl (24 kB)
2025-03-14T04:00:21.3945090Z Collecting importlib-metadata>=4.4
2025-03-14T04:00:21.4015470Z   Using cached importlib_metadata-8.6.1-py3-none-any.whl (26 kB)
2025-03-14T04:00:21.4427140Z Collecting platformdirs>=2.5.0
2025-03-14T04:00:21.4452210Z   Using cached platformdirs-4.3.6-py3-none-any.whl (18 kB)
2025-03-14T04:00:21.4532490Z Requirement already satisfied: certifi>=2017.4.17 in /Users/ec2-user/runner/_work/_temp/conda-python-3.9.12/lib/python3.9/site-packages (from requests<3,>=2.21.0->tensorboard==2.13.0->-r .github/requirements/pip-requirements-macOS.txt (line 28)) (2025.1.31)
2025-03-14T04:00:21.5281710Z Collecting charset-normalizer<4,>=2
2025-03-14T04:00:21.5321110Z   Using cached charset_normalizer-3.4.1-cp39-cp39-macosx_10_9_universal2.whl (197 kB)
2025-03-14T04:00:21.5540370Z Collecting idna<4,>=2.5
2025-03-14T04:00:21.5574320Z   Using cached idna-3.10-py3-none-any.whl (70 kB)
2025-03-14T04:00:21.7240520Z Collecting threadpoolctl>=3.1.0
2025-03-14T04:00:21.7268850Z   Using cached threadpoolctl-3.6.0-py3-none-any.whl (18 kB)
2025-03-14T04:00:21.8438140Z Collecting cffi>=1.0
2025-03-14T04:00:21.8470090Z   Using cached cffi-1.17.1-cp39-cp39-macosx_11_0_arm64.whl (178 kB)
2025-03-14T04:00:21.8766010Z Collecting ply<4.0,>=3.4
2025-03-14T04:00:21.8797230Z   Using cached ply-3.11-py2.py3-none-any.whl (49 kB)
2025-03-14T04:00:22.0957210Z Collecting Cython>=3.0.10
2025-03-14T04:00:22.1008640Z   Using cached Cython-3.0.12-py2.py3-none-any.whl (1.2 MB)
2025-03-14T04:00:22.1776150Z Collecting MarkupSafe>=2.1.1
2025-03-14T04:00:22.1808780Z   Using cached MarkupSafe-3.0.2-cp39-cp39-macosx_11_0_arm64.whl (12 kB)
2025-03-14T04:00:22.2295040Z Collecting pycparser
2025-03-14T04:00:22.2326770Z   Using cached pycparser-2.22-py3-none-any.whl (117 kB)
2025-03-14T04:00:22.2857830Z Collecting zipp>=3.20
2025-03-14T04:00:22.2895780Z   Using cached zipp-3.21.0-py3-none-any.whl (9.6 kB)
2025-03-14T04:00:22.3415740Z Collecting pyasn1<0.7.0,>=0.4.6
2025-03-14T04:00:22.3453280Z   Using cached pyasn1-0.6.1-py3-none-any.whl (83 kB)
2025-03-14T04:00:22.3790340Z Collecting oauthlib>=3.0.0
2025-03-14T04:00:22.3823840Z   Using cached oauthlib-3.2.2-py3-none-any.whl (151 kB)
2025-03-14T04:00:22.8647000Z Installing collected packages: z3-solver, sortedcontainers, ply, parameterized, nvidia-ml-py, mpmath, zipp, urllib3, typing-extensions, tomli, threadpoolctl, tensorboard-data-server, sympy, soxr, six, scipy, pygments, pycparser, pyasn1, psutil, protobuf, propcache, pluggy, platformdirs, packaging, opt-einsum, oauthlib, networkx, msgpack, MarkupSafe, lxml, llvmlite, joblib, jmespath, iniconfig, idna, grpcio, frozenlist, filelock, expecttest, execnet, exceptiongroup, decorator, Cython, colorama, charset-normalizer, cachetools, audioread, attrs, async-timeout, aiohappyeyeballs, absl-py, xdoctest, werkzeug, unittest-xml-reporting, thriftpy2, scikit-learn, rsa, requests, python-dateutil, pytest, pyasn1-modules, optree, numba, multidict, lazy_loader, importlib-metadata, hypothesis, cffi, aiosignal, yarl, soundfile, requests-oauthlib, pytest-xdist, pytest-subtests, pytest-rerunfailures, pytest-flakefinder, pytest-cpp, pooch, markdown, google-auth, botocore, s3transfer, librosa, google-auth-oauthlib, aiohttp, tensorboard, fbscribelogger, boto3
2025-03-14T04:00:23.4923320Z   Attempting uninstall: typing-extensions
2025-03-14T04:00:23.4926290Z     Found existing installation: typing_extensions 4.11.0
2025-03-14T04:00:23.4939080Z     Uninstalling typing_extensions-4.11.0:
2025-03-14T04:00:23.5099050Z       Successfully uninstalled typing_extensions-4.11.0
2025-03-14T04:00:29.7890040Z   Attempting uninstall: expecttest
2025-03-14T04:00:29.7892540Z     Found existing installation: expecttest 0.1.3
2025-03-14T04:00:29.7905960Z     Uninstalling expecttest-0.1.3:
2025-03-14T04:00:29.7911280Z       Successfully uninstalled expecttest-0.1.3
2025-03-14T04:00:33.9834910Z Successfully installed Cython-3.0.12 MarkupSafe-3.0.2 absl-py-2.1.0 aiohappyeyeballs-2.6.1 aiohttp-3.11.13 aiosignal-1.3.2 async-timeout-5.0.1 attrs-25.3.0 audioread-3.0.1 boto3-1.35.42 botocore-1.35.99 cachetools-5.5.2 cffi-1.17.1 charset-normalizer-3.4.1 colorama-0.4.6 decorator-5.2.1 exceptiongroup-1.2.2 execnet-2.1.1 expecttest-0.3.0 fbscribelogger-0.1.7 filelock-3.6.0 frozenlist-1.5.0 google-auth-2.38.0 google-auth-oauthlib-1.0.0 grpcio-1.71.0 hypothesis-6.56.4 idna-3.10 importlib-metadata-8.6.1 iniconfig-2.0.0 jmespath-1.0.1 joblib-1.4.2 lazy_loader-0.4 librosa-0.11.0 llvmlite-0.39.1 lxml-5.3.1 markdown-3.7 mpmath-1.3.0 msgpack-1.1.0 multidict-6.1.0 networkx-2.8.7 numba-0.56.0 nvidia-ml-py-11.525.84 oauthlib-3.2.2 opt-einsum-3.4.0 optree-0.13.0 packaging-23.1 parameterized-0.8.1 platformdirs-4.3.6 pluggy-1.5.0 ply-3.11 pooch-1.8.2 propcache-0.3.0 protobuf-3.20.2 psutil-5.9.1 pyasn1-0.6.1 pyasn1-modules-0.4.1 pycparser-2.22 pygments-2.15.0 pytest-7.3.2 pytest-cpp-2.3.0 pytest-flakefinder-1.1.0 pytest-rerunfailures-10.3 pytest-subtests-0.13.1 pytest-xdist-3.3.1 python-dateutil-2.9.0.post0 requests-2.32.3 requests-oauthlib-2.0.0 rsa-4.9 s3transfer-0.10.4 scikit-learn-1.6.1 scipy-1.10.1 six-1.17.0 sortedcontainers-2.4.0 soundfile-0.13.1 soxr-0.5.0.post1 sympy-1.13.3 tensorboard-2.13.0 tensorboard-data-server-0.7.2 threadpoolctl-3.6.0 thriftpy2-0.5.2 tomli-2.2.1 typing-extensions-4.12.2 unittest-xml-reporting-3.2.0 urllib3-1.26.20 werkzeug-3.1.3 xdoctest-1.1.0 yarl-1.18.3 z3-solver-4.12.2.0 zipp-3.21.0
2025-03-14T04:00:34.4464170Z ##[group]Run set -x
2025-03-14T04:00:34.4464400Z set -x
2025-03-14T04:00:34.4464560Z 
2025-03-14T04:00:34.4464870Z # Print the conda we are using here in case we need debugging information
2025-03-14T04:00:34.4470310Z CONDA_RUNTIME=$(which conda)
2025-03-14T04:00:34.4470580Z "${CONDA_RUNTIME}" --version
2025-03-14T04:00:34.4470810Z 
2025-03-14T04:00:34.4471210Z # https://docs.conda.io/projects/conda-build/en/stable/user-guide/environment-variables.html
2025-03-14T04:00:34.4471790Z CONDA_PREFIX="${RUNNER_TEMP}/conda_environment_${GITHUB_RUN_ID}"
2025-03-14T04:00:34.4472150Z "${CONDA_RUNTIME}" create \
2025-03-14T04:00:34.4472390Z   --yes --quiet \
2025-03-14T04:00:34.4472620Z   --prefix "${CONDA_PREFIX}" \
2025-03-14T04:00:34.4472980Z   --clone "${CONDA_BASE_ENV}"
2025-03-14T04:00:34.4473200Z 
2025-03-14T04:00:34.4473350Z set +e
2025-03-14T04:00:34.4473720Z # NB: Cloning sometimes doesn't copied pip dependencies (untracked files) over. If this
2025-03-14T04:00:34.4474330Z # happens, let's attempt to install the pip requirements directly on top of the cloned
2025-03-14T04:00:34.4474870Z # environment. This is to make sure that no dependency is missing.
2025-03-14T04:00:34.4475460Z UNTRACKED_FILES_COUNT=$("${CONDA_RUNTIME}" package -p "${CONDA_PREFIX}" -u | grep -v "^#" | wc -l | xargs)
2025-03-14T04:00:34.4475900Z set -e
2025-03-14T04:00:34.4476060Z 
2025-03-14T04:00:34.4476370Z if [[ -z "${UNTRACKED_FILES_COUNT}" ]] || [[ "${UNTRACKED_FILES_COUNT}" == "0" ]]; then
2025-03-14T04:00:34.4476800Z   if [[ -f "${PIP_REQUIREMENTS_FILE}" ]]; then
2025-03-14T04:00:34.4477270Z     # NB: Force reinstall and don't use the cache, as the installation would still fail
2025-03-14T04:00:34.4477780Z     # when reporting that all requirements have been satisfied
2025-03-14T04:00:34.4478490Z     "${CONDA_RUNTIME}" run -p "${CONDA_PREFIX}" --no-capture-output python3 -mpip install --ignore-installed --no-cache-dir -r "${PIP_REQUIREMENTS_FILE}"
2025-03-14T04:00:34.4479150Z   elif [[ -n "${PIP_REQUIREMENTS_FILE}" ]]; then
2025-03-14T04:00:34.4479700Z     echo "::warning::Specified pip requirements file (${PIP_REQUIREMENTS_FILE}) not found, not going to include it"
2025-03-14T04:00:34.4480170Z   fi
2025-03-14T04:00:34.4480330Z fi
2025-03-14T04:00:34.4480470Z 
2025-03-14T04:00:34.4480830Z # Keep exporting CONDA_PREFIX under CONDA_ENV because the latter could be used elsewhere
2025-03-14T04:00:34.4481330Z echo "CONDA_ENV=${CONDA_PREFIX}" >> "${GITHUB_ENV}"
2025-03-14T04:00:34.4481620Z 
2025-03-14T04:00:34.4481850Z echo "CONDA_PREFIX=${CONDA_PREFIX}" >> "${GITHUB_ENV}"
2025-03-14T04:00:34.4482360Z echo "CONDA_RUN=${CONDA_RUNTIME} run -p ${CONDA_PREFIX} --no-capture-output" >> "${GITHUB_ENV}"
2025-03-14T04:00:34.4482840Z if [[ "${PYTHON_VERSION}" == "3.11" ]]; then
2025-03-14T04:00:34.4483260Z   # TODO: Remove me, when more packages will be available on default channel
2025-03-14T04:00:34.4483900Z   echo "CONDA_INSTALL=${CONDA_RUNTIME} install --yes --quiet -p ${CONDA_PREFIX} -c pytorch-nightly" >> "${GITHUB_ENV}"
2025-03-14T04:00:34.4484380Z else
2025-03-14T04:00:34.4484750Z   echo "CONDA_INSTALL=${CONDA_RUNTIME} install --yes --quiet -p ${CONDA_PREFIX}" >> "${GITHUB_ENV}"
2025-03-14T04:00:34.4485330Z fi
2025-03-14T04:00:34.4557590Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2025-03-14T04:00:34.4557890Z env:
2025-03-14T04:00:34.4558680Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:00:34.4559640Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:00:34.4559970Z   PYTHON_VERSION: 3.9.12
2025-03-14T04:00:34.4560280Z   CONDA_BASE_ENV: /Users/ec2-user/runner/_work/_temp/conda-python-3.9.12
2025-03-14T04:00:34.4560740Z   PIP_REQUIREMENTS_FILE: .github/requirements/pip-requirements-macOS.txt
2025-03-14T04:00:34.4561080Z ##[endgroup]
2025-03-14T04:00:34.4948120Z ++ which conda
2025-03-14T04:00:34.4958390Z + CONDA_RUNTIME=/Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:00:34.4958930Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda --version
2025-03-14T04:00:34.6527610Z conda 24.7.1
2025-03-14T04:00:34.6711600Z + CONDA_PREFIX=/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:34.6712770Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda create --yes --quiet --prefix /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --clone /Users/ec2-user/runner/_work/_temp/conda-python-3.9.12
2025-03-14T04:00:41.8620390Z Source:      /Users/ec2-user/runner/_work/_temp/conda-python-3.9.12
2025-03-14T04:00:41.8620990Z Destination: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:41.8621430Z Packages: 59
2025-03-14T04:00:41.8621620Z Files: 17051
2025-03-14T04:00:42.0545850Z Preparing transaction: ...working... done
2025-03-14T04:00:46.4583370Z Verifying transaction: ...working... done
2025-03-14T04:00:50.3820960Z Executing transaction: ...working... done
2025-03-14T04:00:50.4704150Z + set +e
2025-03-14T04:00:50.4705970Z ++ /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda package -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 -u
2025-03-14T04:00:50.4706740Z ++ grep -v '^#'
2025-03-14T04:00:50.4706970Z ++ wc -l
2025-03-14T04:00:50.4707140Z ++ xargs
2025-03-14T04:00:51.2336810Z + UNTRACKED_FILES_COUNT=17051
2025-03-14T04:00:51.2337300Z + set -e
2025-03-14T04:00:51.2337550Z + [[ -z 17051 ]]
2025-03-14T04:00:51.2337900Z + [[ 17051 == \0 ]]
2025-03-14T04:00:51.2338330Z + echo CONDA_ENV=/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:51.2339010Z + echo CONDA_PREFIX=/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:51.2347060Z + echo 'CONDA_RUN=/Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output'
2025-03-14T04:00:51.2356190Z + [[ 3.9.12 == \3\.\1\1 ]]
2025-03-14T04:00:51.2356990Z + echo 'CONDA_INSTALL=/Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284'
2025-03-14T04:00:51.2392670Z ##[group]Run CONDA_RUNTIME=$(which conda)
2025-03-14T04:00:51.2392950Z CONDA_RUNTIME=$(which conda)
2025-03-14T04:00:51.2393190Z 
2025-03-14T04:00:51.2393360Z set -euxo pipefail
2025-03-14T04:00:51.2393690Z "${CONDA_RUNTIME}" config --set channel_priority false
2025-03-14T04:00:51.2489210Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2025-03-14T04:00:51.2489520Z env:
2025-03-14T04:00:51.2490300Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:00:51.2491260Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:00:51.2491720Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:51.2492500Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:51.2493280Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output
2025-03-14T04:00:51.2494310Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:51.2494930Z ##[endgroup]
2025-03-14T04:00:51.2902050Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda config --set channel_priority false
2025-03-14T04:00:51.4777870Z Prepare all required actions
2025-03-14T04:00:51.4805220Z ##[group]Run ./.github/actions/get-workflow-job-id
2025-03-14T04:00:51.4805510Z with:
2025-03-14T04:00:51.4806090Z   github-token: ***
2025-03-14T04:00:51.4806290Z env:
2025-03-14T04:00:51.4807060Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:00:51.4808030Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:00:51.4808490Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:51.4809160Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:51.4809930Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output
2025-03-14T04:00:51.4810990Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:51.4811620Z ##[endgroup]
2025-03-14T04:00:51.4830450Z ##[group]Run set -eux
2025-03-14T04:00:51.4830640Z set -eux
2025-03-14T04:00:51.4831000Z python3 .github/scripts/get_workflow_job_id.py "${GITHUB_RUN_ID}" "${RUNNER_NAME}"
2025-03-14T04:00:51.4849990Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2025-03-14T04:00:51.4850270Z env:
2025-03-14T04:00:51.4851050Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:00:51.4852000Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:00:51.4852450Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:51.4852960Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:51.4853720Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output
2025-03-14T04:00:51.4854730Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:51.4855440Z   GITHUB_TOKEN: ***
2025-03-14T04:00:51.4855610Z ##[endgroup]
2025-03-14T04:00:51.5233780Z + python3 .github/scripts/get_workflow_job_id.py 13849515284 i-01452fcf24d0445fb
2025-03-14T04:00:52.0643060Z setting job-id=38754445776
2025-03-14T04:00:52.0755060Z setting job-name=macos-py3-arm64-mps / test (mps, 1, 1, macos-m1-14)
2025-03-14T04:00:52.1031270Z ##[group]Run # shellcheck disable=SC1090
2025-03-14T04:00:52.1032090Z # shellcheck disable=SC1090
2025-03-14T04:00:52.1032680Z set -ex
2025-03-14T04:00:52.1033130Z 
2025-03-14T04:00:52.1033600Z if [[ -n "$CONDA_ENV" ]]; then
2025-03-14T04:00:52.1034370Z   # Use binaries under conda environment
2025-03-14T04:00:52.1035170Z   export PATH="$CONDA_ENV/bin":$PATH
2025-03-14T04:00:52.1035840Z fi
2025-03-14T04:00:52.1036220Z 
2025-03-14T04:00:52.1036870Z # Print out some information about the test environment
2025-03-14T04:00:52.1037690Z which conda
2025-03-14T04:00:52.1058490Z conda --version
2025-03-14T04:00:52.1059070Z ${CONDA_RUN} which python3
2025-03-14T04:00:52.1059700Z ${CONDA_RUN} python3 --version
2025-03-14T04:00:52.1060360Z ${CONDA_RUN} which python
2025-03-14T04:00:52.1061020Z ${CONDA_RUN} python --version
2025-03-14T04:00:52.1061650Z 
2025-03-14T04:00:52.1062350Z ${CONDA_RUN} python3 -mpip install --no-index --no-deps dist/*.whl
2025-03-14T04:00:52.1063200Z 
2025-03-14T04:00:52.1063590Z set +e
2025-03-14T04:00:52.1064040Z pushd "${RUNNER_TEMP}"
2025-03-14T04:00:52.1065060Z # Install pip dependencies if they are not found. This is to mitigate a peculiar
2025-03-14T04:00:52.1066190Z # flaky missing dependencies on MacOS
2025-03-14T04:00:52.1066970Z ${CONDA_RUN} python3 -c "import torch"
2025-03-14T04:00:52.1067660Z RC=$?
2025-03-14T04:00:52.1068110Z popd
2025-03-14T04:00:52.1068550Z 
2025-03-14T04:00:52.1068950Z if [ "${RC}" -ne 0 ]; then
2025-03-14T04:00:52.1069980Z   ${CONDA_RUN} python3 -mpip install --ignore-installed -r "${PIP_REQUIREMENTS_FILE}"
2025-03-14T04:00:52.1071300Z fi
2025-03-14T04:00:52.1071680Z set -e
2025-03-14T04:00:52.1072080Z 
2025-03-14T04:00:52.1072710Z ${CONDA_RUN} python3 test/run_test.py --mps --verbose
2025-03-14T04:00:52.1073960Z MTL_CAPTURE_ENABLED=1 ${CONDA_RUN} python3 test/test_mps.py --verbose -k test_metal_capture
2025-03-14T04:00:52.1114820Z shell: /bin/bash -e {0}
2025-03-14T04:00:52.1115250Z env:
2025-03-14T04:00:52.1116920Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:00:52.1118950Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:00:52.1119920Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:52.1120950Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:52.1122600Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output
2025-03-14T04:00:52.1124780Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:00:52.1126120Z   GIT_DEFAULT_BRANCH: main
2025-03-14T04:00:52.1126580Z   BUILD_ENVIRONMENT: macos-py3-arm64
2025-03-14T04:00:52.1127070Z   TEST_CONFIG: mps
2025-03-14T04:00:52.1127480Z   ENV_NAME: conda-test-env-13849515284
2025-03-14T04:00:52.1127970Z   PY_VERS: 3.9
2025-03-14T04:00:52.1128310Z   PR_BODY: 
2025-03-14T04:00:52.1128670Z   CONTINUE_THROUGH_ERROR: False
2025-03-14T04:00:52.1129140Z   VERBOSE_TEST_LOGS: False
2025-03-14T04:00:52.1129560Z   TEST_SHOWLOCALS: False
2025-03-14T04:00:52.1129980Z   NO_TEST_TIMEOUT: False
2025-03-14T04:00:52.1130370Z   NO_TD: False
2025-03-14T04:00:52.1130970Z   PIP_REQUIREMENTS_FILE: .github/requirements/pip-requirements-macOS.txt
2025-03-14T04:00:52.1131750Z   GITHUB_REPOSITORY: pytorch/pytorch
2025-03-14T04:00:52.1132670Z   GITHUB_WORKFLOW: trunk
2025-03-14T04:00:52.1133090Z   GITHUB_JOB: test
2025-03-14T04:00:52.1133470Z   GITHUB_RUN_ID: 13849515284
2025-03-14T04:00:52.1133920Z   GITHUB_RUN_NUMBER: 119929
2025-03-14T04:00:52.1134350Z   GITHUB_RUN_ATTEMPT: 1
2025-03-14T04:00:52.1134750Z   JOB_ID: 38754445776
2025-03-14T04:00:52.1135320Z   JOB_NAME: macos-py3-arm64-mps / test (mps, 1, 1, macos-m1-14)
2025-03-14T04:00:52.1135990Z   REENABLED_ISSUES: 
2025-03-14T04:00:52.1136370Z ##[endgroup]
2025-03-14T04:00:52.1636350Z + [[ -n /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 ]]
2025-03-14T04:00:52.1637880Z + export PATH=/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin:/Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:00:52.1640050Z + PATH=/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin:/Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:00:52.1641200Z + which conda
2025-03-14T04:00:52.1647780Z /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:00:52.1648700Z + conda --version
2025-03-14T04:00:52.3263870Z conda 24.7.1
2025-03-14T04:00:52.3457090Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output which python3
2025-03-14T04:00:52.6660570Z /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3
2025-03-14T04:00:52.6866650Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output python3 --version
2025-03-14T04:00:53.1206340Z Python 3.9.12
2025-03-14T04:00:53.1521920Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output which python
2025-03-14T04:00:53.4753860Z /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python
2025-03-14T04:00:53.4967670Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output python --version
2025-03-14T04:00:53.8148820Z Python 3.9.12
2025-03-14T04:00:53.8365450Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output python3 -mpip install --no-index --no-deps dist/torch-2.8.0a0+gitaed0b7a-cp39-cp39-macosx_11_0_arm64.whl
2025-03-14T04:00:55.6892310Z Processing ./dist/torch-2.8.0a0+gitaed0b7a-cp39-cp39-macosx_11_0_arm64.whl
2025-03-14T04:00:55.7649450Z Installing collected packages: torch
2025-03-14T04:01:02.2422080Z Successfully installed torch-2.8.0a0+gitaed0b7a
2025-03-14T04:01:02.2910210Z + set +e
2025-03-14T04:01:02.2910500Z ~/runner/_work/_temp ~/runner/_work/pytorch/pytorch
2025-03-14T04:01:02.2910970Z + pushd /Users/ec2-user/runner/_work/_temp
2025-03-14T04:01:02.2911830Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output python3 -c 'import torch'
2025-03-14T04:01:06.8594150Z + RC=0
2025-03-14T04:01:06.8594390Z + popd
2025-03-14T04:01:06.8594700Z + '[' 0 -ne 0 ']'
2025-03-14T04:01:06.8594910Z + set -e
2025-03-14T04:01:06.8595750Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output python3 test/run_test.py --mps --verbose
2025-03-14T04:01:06.8596560Z ~/runner/_work/pytorch/pytorch
2025-03-14T04:01:07.2542830Z /Users/ec2-user/runner/_work/pytorch/pytorch/test/run_test.py:24: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
2025-03-14T04:01:07.2544050Z   import pkg_resources
2025-03-14T04:01:10.2302930Z Found test times from artifacts
2025-03-14T04:01:10.2674790Z Found test times from artifacts
2025-03-14T04:01:10.2690160Z Running all tests
2025-03-14T04:01:10.2694470Z Running parallel tests on 3 processes
2025-03-14T04:01:10.2695080Z Name: tests to run (est. time: 38.01min)
2025-03-14T04:01:10.2695510Z   Serial tests (3):
2025-03-14T04:01:10.2695750Z     nn/test_convolution 1/1
2025-03-14T04:01:10.2695990Z     nn/test_pooling 1/1
2025-03-14T04:01:10.2696190Z     test_nn 1/1
2025-03-14T04:01:10.2696380Z   Parallel tests (13):
2025-03-14T04:01:10.2696600Z     inductor/test_mps_basic 1/1
2025-03-14T04:01:10.2696840Z     nn/test_dropout 1/1
2025-03-14T04:01:10.2697040Z     test_metal 1/1
2025-03-14T04:01:10.2697220Z     test_modules 1/2
2025-03-14T04:01:10.2697420Z     test_modules 2/2
2025-03-14T04:01:10.2697600Z     test_mps 1/7
2025-03-14T04:01:10.2697780Z     test_mps 2/7
2025-03-14T04:01:10.2697980Z     test_mps 3/7
2025-03-14T04:01:10.2698160Z     test_mps 4/7
2025-03-14T04:01:10.2698340Z     test_mps 5/7
2025-03-14T04:01:10.2698510Z     test_mps 6/7
2025-03-14T04:01:10.2698670Z     test_mps 7/7
2025-03-14T04:01:10.2698840Z     test_view_ops 1/1
2025-03-14T04:01:10.2699830Z Name: excluded (est. time: 0.0min)
2025-03-14T04:01:10.2700080Z   Serial tests (0):
2025-03-14T04:01:10.2700270Z   Parallel tests (0):
2025-03-14T04:01:10.3330730Z No TD results found
2025-03-14T04:01:10.3332090Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to /Users/ec2-user/runner/_work/pytorch/pytorch/test/.pytorch-disabled-tests.json
2025-03-14T04:01:10.3333250Z Ignoring disabled issues:  ['']
2025-03-14T04:01:10.3432790Z Running nn/test_convolution 1/1 ... [2025-03-14 04:01:10.342975]
2025-03-14T04:01:10.3436570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:01:10.3456940Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'nn/test_convolution.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:01:10.343736]
2025-03-14T04:02:29.8799690Z 
2025-03-14T04:02:29.8801700Z nn/test_convolution 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_convolution_1.1_638e2ef6c7a5e068_.log
2025-03-14T04:02:29.9319620Z Running 1128 items in this shard: test/nn/test_convolution.py::TestConvolutionNN::test_Conv1d_module_same_padding, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_1x1, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_OneDNN, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_backward_twice, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_groups_nobias, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_groups_nobias_v2, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_inconsistent_types, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_inconsistent_types_on_GPU_with_cudnn, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_inconsistent_types_on_GPU_without_cudnn, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_missing_argument, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_module_same_padding, test/nn/test_convolution.py::TestConvolutionNN::test_Conv3d_groups_nobias, test/nn/test_convolution.py::TestConvolutionNN::test_Conv3d_groups_wbias, test/nn/test_convolution.py::TestConvolutionNN::test_Conv3d_module_same_padding, test/nn/test_convolution.py::TestConvolutionNN::test_ConvTranspose2d_half_cublas_gemm, test/nn/test_convolution.py::TestConvolutionNN::test_ConvTranspose2d_output_size, test/nn/test_convolution.py::TestConvolutionNN::test_ConvTranspose2d_output_size_downsample_upsample, test/nn/test_convolution.py::TestConvolutionNN::test_ConvTranspose3d_correct_output_size, test/nn/test_convolution.py::TestConvolutionNN::test_conv1d_issue_120547, test/nn/test_convolution.py::TestConvolutionNN::test_conv2d_discontiguous_weight, test/nn/test_convolution.py::TestConvolutionNN::test_conv3d_issue_120406, test/nn/test_convolution.py::TestConvolutionNN::test_conv_backcompat, test/nn/test_convolution.py::TestConvolutionNN::test_conv_cudnn_memory_layout_dominance, test/nn/test_convolution.py::TestConvolutionNN::test_conv_invalid_groups, test/nn/test_convolution.py::TestConvolutionNN::test_conv_modules_raise_error_on_incorrect_input_size, test/nn/test_convolution.py::TestConvolutionNN::test_conv_padding_mode, test/nn/test_convolution.py::TestConvolutionNN::test_conv_shapecheck, test/nn/test_convolution.py::TestConvolutionNN::test_conv_tbc, test/nn/test_convolution.py::TestConvolutionNN::test_cudnn_non_contiguous, test/nn/test_convolution.py::TestConvolutionNN::test_cudnn_noncontiguous_weight, test/nn/test_convolution.py::TestConvolutionNN::test_cudnn_not_mutate_stride, test/nn/test_convolution.py::TestConvolutionNN::test_functional_grad_conv, test/nn/test_convolution.py::TestConvolutionNN::test_functional_grad_conv2d, test/nn/test_convolution.py::TestConvolutionNN::test_grad_conv1d_input, test/nn/test_convolution.py::TestConvolutionNN::test_grad_conv1d_weight, test/nn/test_convolution.py::TestConvolutionNN::test_grad_conv2d_input, test/nn/test_convolution.py::TestConvolutionNN::test_grad_conv2d_weight, test/nn/test_convolution.py::TestConvolutionNN::test_grad_conv3d_input, test/nn/test_convolution.py::TestConvolutionNN::test_grad_conv3d_weight, test/nn/test_convolution.py::TestConvolutionNN::test_grouped_conv_cudnn_nhwc_support, test/nn/test_convolution.py::TestConvolutionNN::test_invalid_conv1d, test/nn/test_convolution.py::TestConvolutionNN::test_invalid_conv2d, test/nn/test_convolution.py::TestConvolutionNN::test_invalid_conv3d, test/nn/test_convolution.py::TestConvolutionNN::test_mismatch_shape_conv2d, test/nn/test_convolution.py::TestConvolutionNN::test_nnpack_conv, test/nn/test_convolution.py::TestConvolutionNN::test_permute_conv2d_issue_120211, test/nn/test_convolution.py::TestConvolutionNN::test_thnn_conv_strided_padded_dilated, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_backward_depthwise_cpu_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_backward_depthwise_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_depthwise_naive_groups_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_depthwise_naive_groups_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_depthwise_naive_groups_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_cpu_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_deterministic_cudnn_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_large_workspace_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_large_workspace_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_large_workspace_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_naive_groups_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv2d_size_1_kernel_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv3d_depthwise_naive_groups_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv3d_depthwise_naive_groups_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_Conv3d_depthwise_naive_groups_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_ConvTranspose2d_large_output_padding_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_ConvTranspose2d_large_output_padding_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_ConvTranspose2d_size_1_kernel_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_ConvTranspose3d_size_1_kernel_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_contig_wrong_stride_cudnn_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_same_padding_backward_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_same_padding_backward_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_same_padding_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_same_padding_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_valid_padding_backward_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_valid_padding_backward_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_valid_padding_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_valid_padding_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_vs_scipy_mode_same_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_vs_scipy_mode_same_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_vs_scipy_mode_valid_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv1d_vs_scipy_mode_valid_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_no_grad_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_same_padding_backward_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_same_padding_backward_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_same_padding_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_same_padding_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_valid_padding_backward_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_valid_padding_backward_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_valid_padding_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_valid_padding_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_vs_scipy_mode_same_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv2d_vs_scipy_mode_same_cpu_float32, 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test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_dilated_transposed_has_bias_False_strided_True_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_dilated_transposed_has_bias_False_strided_True_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_dilated_transposed_has_bias_True_strided_False_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_dilated_transposed_has_bias_True_strided_False_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_dilated_transposed_has_bias_True_strided_True_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_dilated_transposed_has_bias_True_strided_True_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_has_bias_False_strided_False_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_has_bias_False_strided_False_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_has_bias_False_strided_True_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_has_bias_False_strided_True_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_has_bias_True_strided_False_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_has_bias_True_strided_False_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_has_bias_True_strided_True_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_has_bias_True_strided_True_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_transposed_has_bias_False_strided_False_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_transposed_has_bias_False_strided_False_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_transposed_has_bias_False_strided_True_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_transposed_has_bias_False_strided_True_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_transposed_has_bias_True_strided_False_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_transposed_has_bias_True_strided_False_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_transposed_has_bias_True_strided_True_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow2d_transposed_has_bias_True_strided_True_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cpu_has_bias_False_strided_False_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cpu_has_bias_False_strided_False_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cpu_has_bias_False_strided_True_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cpu_has_bias_False_strided_True_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cpu_has_bias_True_strided_False_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cpu_has_bias_True_strided_False_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cpu_has_bias_True_strided_True_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cpu_has_bias_True_strided_True_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cuda_has_bias_False_strided_False_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cuda_has_bias_False_strided_False_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cuda_has_bias_False_strided_True_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cuda_has_bias_False_strided_True_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cuda_has_bias_True_strided_False_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cuda_has_bias_True_strided_False_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cuda_has_bias_True_strided_True_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_cuda_has_bias_True_strided_True_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_dilated_has_bias_False_strided_False_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_dilated_has_bias_False_strided_False_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_dilated_has_bias_False_strided_True_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_dilated_has_bias_False_strided_True_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_dilated_has_bias_True_strided_False_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_dilated_has_bias_True_strided_False_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_dilated_has_bias_True_strided_True_contiguous_False_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_backend_slow3d_dilated_has_bias_True_strided_True_contiguous_True_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_contiguous_for_oneDNN_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_cudnn_mismatch_memory_format_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_cudnn_ndhwc_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_cudnn_ndhwc_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_cudnn_nhwc_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_cudnn_nhwc_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_cudnn_nhwc_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_cudnn_nhwc_support_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_cudnn_nhwc_support_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_groups_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_no_bias_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_stride_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_strided_with_3D_input_and_weight_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_empty_channel_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_empty_channel_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_ic1_channels_last_for_oneDNN_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_large_batch_1_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_large_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_large_nosplit_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_noncontig_weights_and_bias_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_noncontig_weights_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_thnn_nhwc_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_thnn_nhwc_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_transpose_with_output_size_and_no_batch_dim_ConvTranspose2d_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_transpose_with_output_size_and_no_batch_dim_ConvTranspose3d_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_transposed_large_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_convert_conv2d_weight_memory_format_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_convert_conv3d_weight_memory_format_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_cudnn_convolution_add_relu_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_cudnn_convolution_add_relu_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_cudnn_convolution_relu_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_cudnn_convolution_relu_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_group_convTranspose_empty_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_group_conv_empty_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_noncontig_conv_grad_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_noncontig_conv_grad_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_noncontig_conv_grad_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_backward_depthwise_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_backward_depthwise_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_depthwise_naive_groups_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_depthwise_naive_groups_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_depthwise_naive_groups_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_mps_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_large_workspace_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_large_workspace_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_large_workspace_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_naive_groups_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_size_1_kernel_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv3d_depthwise_naive_groups_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv3d_depthwise_naive_groups_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv3d_depthwise_naive_groups_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_ConvTranspose2d_large_output_padding_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_ConvTranspose2d_large_output_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_ConvTranspose2d_size_1_kernel_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_ConvTranspose3d_size_1_kernel_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_contig_wrong_stride_cudnn_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_same_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_same_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_same_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_valid_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_valid_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_valid_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_valid_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_vs_scipy_mode_same_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_vs_scipy_mode_same_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_vs_scipy_mode_valid_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_vs_scipy_mode_valid_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_no_grad_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_same_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_same_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_same_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_same_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_valid_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_valid_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_valid_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_valid_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_vs_scipy_mode_same_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_vs_scipy_mode_same_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_vs_scipy_mode_valid_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_vs_scipy_mode_valid_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_64bit_indexing_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_large_batch_1_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_same_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_same_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_same_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_same_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_valid_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_valid_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_valid_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_valid_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_vs_scipy_mode_same_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_vs_scipy_mode_same_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_vs_scipy_mode_valid_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_vs_scipy_mode_valid_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_convTranspose_empty_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_False_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_False_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_False_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_False_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_True_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_True_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_True_strided_True_contiguous_False_mps, 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test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_mismatch_memory_format_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_ndhwc_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_ndhwc_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_support_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_support_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_groups_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_no_bias_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_stride_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_strided_with_3D_input_and_weight_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_empty_channel_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_empty_channel_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_ic1_channels_last_for_oneDNN_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_large_batch_1_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_large_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_large_nosplit_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_noncontig_weights_and_bias_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_noncontig_weights_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_thnn_nhwc_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_thnn_nhwc_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_transpose_with_output_size_and_no_batch_dim_ConvTranspose2d_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_transpose_with_output_size_and_no_batch_dim_ConvTranspose3d_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_transposed_large_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_convert_conv2d_weight_memory_format_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_convert_conv3d_weight_memory_format_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_cudnn_convolution_add_relu_mps_float16, 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2025-03-14T04:02:29.9796410Z 
2025-03-14T04:02:29.9796730Z Running nn/test_pooling 1/1 ... [2025-03-14 04:02:29.881657]
2025-03-14T04:02:29.9797080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:02:29.9798250Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'nn/test_pooling.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:02:29.881997]
2025-03-14T04:02:48.8066020Z 
2025-03-14T04:02:48.8073490Z nn/test_pooling 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_pooling_1.1_b65ebd4390eb7043_.log
2025-03-14T04:02:48.8139240Z Running 184 items in this shard: test/nn/test_pooling.py::TestAvgPool::test_avg_pool1d_ceil_mode, test/nn/test_pooling.py::TestAvgPool::test_avg_pool2d_ceil_mode, test/nn/test_pooling.py::TestAvgPool::test_avg_pool3d_ceil_mode, test/nn/test_pooling.py::TestAvgPool::test_doubletensor_avg_pool2d, test/nn/test_pooling.py::TestAvgPool::test_doubletensor_avg_pool2d_with_divisor, test/nn/test_pooling.py::TestAvgPool::test_doubletensor_avg_pool3d, test/nn/test_pooling.py::TestAvgPool::test_doubletensor_avg_pool3d_with_divisor, test/nn/test_pooling.py::TestPoolingNN::test_MaxUnpool2d_output_size, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_avg_pooling_nhwc_overflow, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_avg_pooling_overflow, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_avg_nhwc, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_avg_nhwc_launch_config_backward, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_avg_nhwc_launch_config_forward, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_avg_nhwc_non_contiguous, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_lower_precision, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_size_none, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_size_overflow, test/nn/test_pooling.py::TestPoolingNN::test_max_unpool, test/nn/test_pooling.py::TestPoolingNN::test_max_unpool2d_nhwc_cpu, test/nn/test_pooling.py::TestPoolingNN::test_max_unpool3d_input_check, test/nn/test_pooling.py::TestPoolingNN::test_quantized_max_pool1d_empty_kernel, test/nn/test_pooling.py::TestPoolingNN::test_quantized_max_pool3d, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AdaptiveMaxPool1d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AdaptiveMaxPool2d_indices_cpu_float32, 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test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxPool1d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxPool2d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxPool3d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxPool_zero_batch_dim_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case10_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case1_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case2_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case3_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case4_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case5_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case6_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case7_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case8_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case9_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_zero_batch_dim_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_avg_pool2d_output_size_one_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_avg_pool3d_output_size_one_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pool_odd_size_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_backward_fails_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_empty_output_size_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_empty_output_size_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_max_nhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_max_nhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_int16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_int32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_int64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_int8, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_uint8, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_zero_batch_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_zero_batch_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_avg_pool2d_nhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_avg_pool2d_nhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_avg_pool2d_reduced_floating_cpu_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_avg_pool2d_reduced_floating_cpu_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_fractional_max_pool2d_backward_fails_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_fractional_max_pool2d_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_fractional_max_pool3d_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_fractional_max_pool_nan_inf_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool1d_corner_cases_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool1d_corner_cases_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool1d_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool1d_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_corner_cases_cpu_int32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_corner_cases_cpu_int64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_indices_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_nhwc_cpu_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_nhwc_cpu_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_nhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_nhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_with_indices_backward_fails_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool3d_ndhwc_cpu_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool3d_ndhwc_cpu_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool3d_ndhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool3d_ndhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool_bfloat16_half_cpu_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool_bfloat16_half_cpu_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool_nan_inf_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_maxpool3d_non_square_backward_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_maxpool_indices_no_batch_dim_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pool3d_large_size_int64_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pool3d_size_one_feature_dim_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pool_invalid_size_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pool_large_size_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_bfloat16_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_large_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_max_nhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_max_nhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_shape_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_zero_stride_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AdaptiveMaxPool1d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AdaptiveMaxPool2d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AdaptiveMaxPool3d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AdaptiveMaxPool_zero_batch_dim_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AvgPool2d_empty_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AvgPool3d_backward_after_cat_dim1_device_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool2d_zero_batch_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool2d_zero_out_size_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool2d_zero_samples_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool3d_zero_batch_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool3d_zero_out_size_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool3d_zero_samples_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxPool1d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxPool2d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxPool3d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxPool_zero_batch_dim_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case10_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case1_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case2_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case3_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case4_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case5_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case6_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case7_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case8_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case9_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_zero_batch_dim_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_avg_pool2d_output_size_one_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_avg_pool3d_output_size_one_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pool_odd_size_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_backward_fails_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_empty_output_size_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_empty_output_size_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_max_nhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_int16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_int32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_int64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_int8, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_uint8, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_zero_batch_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_zero_batch_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_avg_pool2d_nhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_avg_pool2d_nhwc_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_avg_pool2d_reduced_floating_mps_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_avg_pool2d_reduced_floating_mps_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_fractional_max_pool2d_backward_fails_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_fractional_max_pool2d_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_fractional_max_pool3d_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_fractional_max_pool_nan_inf_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool1d_corner_cases_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool1d_corner_cases_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool1d_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool1d_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_corner_cases_mps_int32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_corner_cases_mps_int64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_indices_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_nhwc_mps_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_nhwc_mps_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_nhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_nhwc_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_with_indices_backward_fails_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool3d_ndhwc_mps_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool3d_ndhwc_mps_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool3d_ndhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool3d_ndhwc_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool_bfloat16_half_mps_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool_bfloat16_half_mps_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool_nan_inf_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_maxpool3d_non_square_backward_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_maxpool_indices_no_batch_dim_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pool3d_large_size_int64_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pool3d_size_one_feature_dim_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pool_invalid_size_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pool_large_size_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_bfloat16_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_large_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_max_nhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_shape_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_zero_stride_mps
2025-03-14T04:02:48.8198040Z 
2025-03-14T04:02:48.8198300Z Running test_nn 1/1 ... [2025-03-14 04:02:48.806054]
2025-03-14T04:02:48.8198620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:02:48.8199780Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_nn.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:02:48.806467]
2025-03-14T04:04:43.0848280Z 
2025-03-14T04:04:43.0849450Z test_nn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_nn_1.1_14c3df21cf4f7359_.log
2025-03-14T04:04:43.2575340Z Running 3389 items in this shard: test/test_nn.py::TestNN::test_AdaptiveLogSoftmax, test/test_nn.py::TestNN::test_AdaptiveLogSoftmax_cuda, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_none, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_BCELoss_no_reduce, test/test_nn.py::TestNN::test_BCELoss_no_reduce_cuda, test/test_nn.py::TestNN::test_BCELoss_no_reduce_scalar, test/test_nn.py::TestNN::test_BCELoss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_BCELoss_weights_no_reduce, test/test_nn.py::TestNN::test_BCELoss_weights_no_reduce_cuda, test/test_nn.py::TestNN::test_BCELoss_weights_no_reduce_scalar, test/test_nn.py::TestNN::test_BCELoss_weights_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_legacy_enum, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_legacy_enum_cuda, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_reduce, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_reduce_scalar, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_CELU_no_batch_dim, test/test_nn.py::TestNN::test_CELU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_CTCLoss_critical_target_len, test/test_nn.py::TestNN::test_CTCLoss_lengthchecks_cpu, test/test_nn.py::TestNN::test_CTCLoss_lengthchecks_cuda, test/test_nn.py::TestNN::test_CTCLoss_long_targets, test/test_nn.py::TestNN::test_CTCLoss_typechecks, test/test_nn.py::TestNN::test_CTCLoss_zero_infinity, test/test_nn.py::TestNN::test_CTCLoss_zero_lengths, test/test_nn.py::TestNN::test_Conv1d, test/test_nn.py::TestNN::test_Conv1d_circular_stride2_pad2, test/test_nn.py::TestNN::test_Conv1d_circular_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv1d_cuda, test/test_nn.py::TestNN::test_Conv1d_dilated, test/test_nn.py::TestNN::test_Conv1d_dilated_cuda, test/test_nn.py::TestNN::test_Conv1d_groups, test/test_nn.py::TestNN::test_Conv1d_groups_cuda, test/test_nn.py::TestNN::test_Conv1d_pad1, test/test_nn.py::TestNN::test_Conv1d_pad1_cuda, test/test_nn.py::TestNN::test_Conv1d_pad1size1, test/test_nn.py::TestNN::test_Conv1d_pad1size1_cuda, test/test_nn.py::TestNN::test_Conv1d_pad2, test/test_nn.py::TestNN::test_Conv1d_pad2_cuda, test/test_nn.py::TestNN::test_Conv1d_pad2size1, test/test_nn.py::TestNN::test_Conv1d_pad2size1_cuda, test/test_nn.py::TestNN::test_Conv1d_pad_same, test/test_nn.py::TestNN::test_Conv1d_pad_same2, test/test_nn.py::TestNN::test_Conv1d_pad_same2_cuda, test/test_nn.py::TestNN::test_Conv1d_pad_same_cuda, test/test_nn.py::TestNN::test_Conv1d_pad_same_dilated, test/test_nn.py::TestNN::test_Conv1d_pad_same_dilated_cuda, test/test_nn.py::TestNN::test_Conv1d_pad_valid, test/test_nn.py::TestNN::test_Conv1d_pad_valid_cuda, test/test_nn.py::TestNN::test_Conv1d_reflect_stride2_pad2, test/test_nn.py::TestNN::test_Conv1d_reflect_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv1d_replicate_stride2_pad2, test/test_nn.py::TestNN::test_Conv1d_replicate_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv1d_stride, test/test_nn.py::TestNN::test_Conv1d_stride_cuda, test/test_nn.py::TestNN::test_Conv1d_zero_batch, test/test_nn.py::TestNN::test_Conv1d_zero_batch_cuda, test/test_nn.py::TestNN::test_Conv1d_zeros_stride2_pad2, test/test_nn.py::TestNN::test_Conv1d_zeros_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv2d, test/test_nn.py::TestNN::test_Conv2d_circular_stride2_pad2, test/test_nn.py::TestNN::test_Conv2d_circular_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv2d_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise, test/test_nn.py::TestNN::test_Conv2d_depthwise_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise_dilated, test/test_nn.py::TestNN::test_Conv2d_depthwise_dilated_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise_padded, test/test_nn.py::TestNN::test_Conv2d_depthwise_padded_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise_strided, test/test_nn.py::TestNN::test_Conv2d_depthwise_strided_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise_with_multiplier, test/test_nn.py::TestNN::test_Conv2d_depthwise_with_multiplier_cuda, test/test_nn.py::TestNN::test_Conv2d_dilated, test/test_nn.py::TestNN::test_Conv2d_dilated_cuda, test/test_nn.py::TestNN::test_Conv2d_dilated_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_dilated_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_groups, test/test_nn.py::TestNN::test_Conv2d_groups_cuda, test/test_nn.py::TestNN::test_Conv2d_groups_thnn, test/test_nn.py::TestNN::test_Conv2d_groups_thnn_cuda, test/test_nn.py::TestNN::test_Conv2d_groups_thnn_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_groups_thnn_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_groups_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_groups_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_no_bias, test/test_nn.py::TestNN::test_Conv2d_no_bias_cuda, test/test_nn.py::TestNN::test_Conv2d_no_bias_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_no_bias_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_pad_same, test/test_nn.py::TestNN::test_Conv2d_pad_same_cuda, test/test_nn.py::TestNN::test_Conv2d_pad_same_dilated, test/test_nn.py::TestNN::test_Conv2d_pad_same_dilated_cuda, test/test_nn.py::TestNN::test_Conv2d_pad_valid, test/test_nn.py::TestNN::test_Conv2d_pad_valid_cuda, test/test_nn.py::TestNN::test_Conv2d_padding, test/test_nn.py::TestNN::test_Conv2d_padding_cuda, test/test_nn.py::TestNN::test_Conv2d_padding_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_padding_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_reflect_stride2_pad2, test/test_nn.py::TestNN::test_Conv2d_reflect_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv2d_replicate_stride2_pad2, test/test_nn.py::TestNN::test_Conv2d_replicate_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv2d_strided, test/test_nn.py::TestNN::test_Conv2d_strided_cuda, test/test_nn.py::TestNN::test_Conv2d_strided_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_strided_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_zero_batch, test/test_nn.py::TestNN::test_Conv2d_zero_batch_cuda, test/test_nn.py::TestNN::test_Conv2d_zero_batch_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_zero_batch_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_zeros_stride2_pad2, test/test_nn.py::TestNN::test_Conv2d_zeros_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv3d, test/test_nn.py::TestNN::test_Conv3d_1x1x1_no_bias, test/test_nn.py::TestNN::test_Conv3d_1x1x1_no_bias_cuda, test/test_nn.py::TestNN::test_Conv3d_1x1x1_no_bias_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_1x1x1_no_bias_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_circular_stride2_pad2, test/test_nn.py::TestNN::test_Conv3d_circular_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv3d_cuda, test/test_nn.py::TestNN::test_Conv3d_dilated, test/test_nn.py::TestNN::test_Conv3d_dilated_cuda, test/test_nn.py::TestNN::test_Conv3d_dilated_strided, test/test_nn.py::TestNN::test_Conv3d_dilated_strided_cuda, test/test_nn.py::TestNN::test_Conv3d_groups, test/test_nn.py::TestNN::test_Conv3d_groups_cuda, test/test_nn.py::TestNN::test_Conv3d_groups_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_groups_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_no_bias, test/test_nn.py::TestNN::test_Conv3d_no_bias_cuda, test/test_nn.py::TestNN::test_Conv3d_no_bias_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_no_bias_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_pad_same, test/test_nn.py::TestNN::test_Conv3d_pad_same_cuda, test/test_nn.py::TestNN::test_Conv3d_pad_same_dilated, test/test_nn.py::TestNN::test_Conv3d_pad_same_dilated_cuda, test/test_nn.py::TestNN::test_Conv3d_pad_valid, test/test_nn.py::TestNN::test_Conv3d_pad_valid_cuda, test/test_nn.py::TestNN::test_Conv3d_replicate_stride2_pad2, test/test_nn.py::TestNN::test_Conv3d_replicate_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv3d_stride, test/test_nn.py::TestNN::test_Conv3d_stride_cuda, test/test_nn.py::TestNN::test_Conv3d_stride_padding, test/test_nn.py::TestNN::test_Conv3d_stride_padding_cuda, test/test_nn.py::TestNN::test_Conv3d_stride_padding_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_stride_padding_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_stride_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_stride_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_zero_batch, test/test_nn.py::TestNN::test_Conv3d_zero_batch_cuda, test/test_nn.py::TestNN::test_Conv3d_zero_batch_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_zero_batch_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_zeros_stride2_pad2, test/test_nn.py::TestNN::test_Conv3d_zeros_stride2_pad2_cuda, test/test_nn.py::TestNN::test_ConvTranspose1d, test/test_nn.py::TestNN::test_ConvTranspose1d_cuda, test/test_nn.py::TestNN::test_ConvTranspose1d_dilated, test/test_nn.py::TestNN::test_ConvTranspose1d_dilated_cuda, test/test_nn.py::TestNN::test_ConvTranspose1d_groups, test/test_nn.py::TestNN::test_ConvTranspose1d_groups_cuda, test/test_nn.py::TestNN::test_ConvTranspose1d_no_bias, test/test_nn.py::TestNN::test_ConvTranspose1d_no_bias_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d, test/test_nn.py::TestNN::test_ConvTranspose2d_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_dilated, test/test_nn.py::TestNN::test_ConvTranspose2d_dilated_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_dilated_with_long_tensor, test/test_nn.py::TestNN::test_ConvTranspose2d_dilated_with_long_tensor_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_groups, test/test_nn.py::TestNN::test_ConvTranspose2d_groups_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_groups_with_long_tensor, test/test_nn.py::TestNN::test_ConvTranspose2d_groups_with_long_tensor_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_no_bias, test/test_nn.py::TestNN::test_ConvTranspose2d_no_bias_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_no_bias_with_long_tensor, test/test_nn.py::TestNN::test_ConvTranspose2d_no_bias_with_long_tensor_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_with_long_tensor, test/test_nn.py::TestNN::test_ConvTranspose2d_with_long_tensor_cuda, test/test_nn.py::TestNN::test_ConvTranspose3d, test/test_nn.py::TestNN::test_ConvTranspose3d_cuda, test/test_nn.py::TestNN::test_ConvTranspose3d_dilated, test/test_nn.py::TestNN::test_ConvTranspose3d_dilated_cuda, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_CrossMapLRN2d, test/test_nn.py::TestNN::test_CrossMapLRN2d_cuda, test/test_nn.py::TestNN::test_ELU_no_batch_dim, test/test_nn.py::TestNN::test_ELU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Embedding, test/test_nn.py::TestNN::test_EmbeddingBag_discontiguous, test/test_nn.py::TestNN::test_EmbeddingBag_discontiguous_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_max, test/test_nn.py::TestNN::test_EmbeddingBag_max_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_max_padding_idx, test/test_nn.py::TestNN::test_EmbeddingBag_max_padding_idx_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_mean, test/test_nn.py::TestNN::test_EmbeddingBag_mean_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_mean_padding_idx, test/test_nn.py::TestNN::test_EmbeddingBag_mean_padding_idx_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_sparse, test/test_nn.py::TestNN::test_EmbeddingBag_sparse_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_sum, test/test_nn.py::TestNN::test_EmbeddingBag_sum_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_sum_padding_idx, test/test_nn.py::TestNN::test_EmbeddingBag_sum_padding_idx_cuda, test/test_nn.py::TestNN::test_Embedding_cuda, test/test_nn.py::TestNN::test_Embedding_discontiguous, test/test_nn.py::TestNN::test_Embedding_discontiguous_cuda, test/test_nn.py::TestNN::test_Embedding_sparse, test/test_nn.py::TestNN::test_Embedding_sparse_cuda, test/test_nn.py::TestNN::test_Flatten, test/test_nn.py::TestNN::test_Flatten_cuda, test/test_nn.py::TestNN::test_Flatten_no_batch_dim, test/test_nn.py::TestNN::test_Flatten_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Fold, test/test_nn.py::TestNN::test_Fold_cuda, test/test_nn.py::TestNN::test_Fold_int_input, test/test_nn.py::TestNN::test_Fold_int_input_cuda, test/test_nn.py::TestNN::test_Fold_no_batch_dim_input, test/test_nn.py::TestNN::test_Fold_no_batch_dim_input_cuda, test/test_nn.py::TestNN::test_Fold_no_batch_dim_int_input, test/test_nn.py::TestNN::test_Fold_no_batch_dim_int_input_cuda, test/test_nn.py::TestNN::test_GELU_no_batch_dim, test/test_nn.py::TestNN::test_GELU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_GLU_no_batch_dim, test/test_nn.py::TestNN::test_GLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Hardshrink_no_batch_dim, test/test_nn.py::TestNN::test_Hardshrink_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Hardsigmoid_no_batch_dim, test/test_nn.py::TestNN::test_Hardsigmoid_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Hardswish_no_batch_dim, test/test_nn.py::TestNN::test_Hardswish_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Hardtanh_no_batch_dim, test/test_nn.py::TestNN::test_Hardtanh_no_batch_dim_cuda, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_margin_no_reduce, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_margin_no_reduce_cuda, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_reduce, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_HuberLoss_delta, test/test_nn.py::TestNN::test_HuberLoss_delta_cuda, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_KLDivLoss_batch_mean, test/test_nn.py::TestNN::test_KLDivLoss_batch_mean_log_target, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_log_target, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_log_target_cuda, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_scalar, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_scalar_log_target, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_scalar_log_target_cuda, test/test_nn.py::TestNN::test_KLDivLoss_with_log_target_no_reduce, test/test_nn.py::TestNN::test_KLDivLoss_with_log_target_no_reduce_cuda, test/test_nn.py::TestNN::test_KLDivLoss_with_target_no_reduce, test/test_nn.py::TestNN::test_KLDivLoss_with_target_no_reduce_cuda, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_mean, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_none, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_sum, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_L1Loss_no_reduce, test/test_nn.py::TestNN::test_L1Loss_no_reduce_complex, test/test_nn.py::TestNN::test_L1Loss_no_reduce_complex_cuda, test/test_nn.py::TestNN::test_L1Loss_no_reduce_cuda, test/test_nn.py::TestNN::test_L1Loss_no_reduce_scalar, test/test_nn.py::TestNN::test_L1Loss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_LSTM_cell, test/test_nn.py::TestNN::test_LSTM_cell_forward_hidden_size, test/test_nn.py::TestNN::test_LSTM_cell_forward_input_size, test/test_nn.py::TestNN::test_LayerNorm_3d_no_affine_large_feature, test/test_nn.py::TestNN::test_LayerNorm_3d_no_affine_large_feature_cuda, test/test_nn.py::TestNN::test_LayerNorm_3d_no_affine_large_feature_eval, test/test_nn.py::TestNN::test_LayerNorm_3d_no_affine_large_feature_eval_cuda, test/test_nn.py::TestNN::test_LeakyReLU_no_batch_dim, test/test_nn.py::TestNN::test_LeakyReLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Linear, test/test_nn.py::TestNN::test_Linear_cuda, test/test_nn.py::TestNN::test_Linear_no_batch_dim, test/test_nn.py::TestNN::test_Linear_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Linear_no_bias, test/test_nn.py::TestNN::test_Linear_no_bias_cuda, test/test_nn.py::TestNN::test_LogSigmoid_no_batch_dim, test/test_nn.py::TestNN::test_LogSigmoid_no_batch_dim_cuda, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_none, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_MSELoss_no_reduce, test/test_nn.py::TestNN::test_MSELoss_no_reduce_cuda, test/test_nn.py::TestNN::test_MSELoss_no_reduce_scalar, test/test_nn.py::TestNN::test_MSELoss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_MaxUnpool1d_net, test/test_nn.py::TestNN::test_MaxUnpool1d_net_cuda, test/test_nn.py::TestNN::test_MaxUnpool1d_net_no_batch_dim, test/test_nn.py::TestNN::test_MaxUnpool1d_net_no_batch_dim_cuda, test/test_nn.py::TestNN::test_MaxUnpool2d_net, test/test_nn.py::TestNN::test_MaxUnpool2d_net_cuda, test/test_nn.py::TestNN::test_MaxUnpool2d_net_no_batch_dim, test/test_nn.py::TestNN::test_MaxUnpool2d_net_no_batch_dim_cuda, test/test_nn.py::TestNN::test_MaxUnpool3d_net, test/test_nn.py::TestNN::test_MaxUnpool3d_net_cuda, test/test_nn.py::TestNN::test_MaxUnpool3d_net_no_batch_dim, test/test_nn.py::TestNN::test_MaxUnpool3d_net_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Mish_no_batch_dim, test/test_nn.py::TestNN::test_Mish_no_batch_dim_cuda, test/test_nn.py::TestNN::test_ModuleDict, test/test_nn.py::TestNN::test_ModuleList, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_0d_no_reduce, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_0d_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_1d_no_reduce, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_1d_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_index_neg, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_index_neg_cuda, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_reduce, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_reduce, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_weights_no_reduce, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_weights_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_1d_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_1d_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_margin_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_margin_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_p_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_p_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_weights_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_weights_no_reduce_cuda, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_cuda, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_ignore_index, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_ignore_index_cuda, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_weights, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_weights_cuda, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_cuda, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_ignore_index, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_ignore_index_cuda, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_weights, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_weights_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_NLLLoss_no_reduce, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_ignore_index, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_ignore_index_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_ignore_index, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_ignore_index_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_ignore_index_neg, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_ignore_index_neg_cuda, test/test_nn.py::TestNN::test_PReLU_backward_requires_grad_false, test/test_nn.py::TestNN::test_PReLU_no_batch_dim, test/test_nn.py::TestNN::test_PReLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_PairwiseDistance, test/test_nn.py::TestNN::test_PairwiseDistance_broadcast_lhs, test/test_nn.py::TestNN::test_PairwiseDistance_broadcast_lhs_cuda, test/test_nn.py::TestNN::test_PairwiseDistance_broadcast_rhs, test/test_nn.py::TestNN::test_PairwiseDistance_broadcast_rhs_cuda, test/test_nn.py::TestNN::test_PairwiseDistance_cuda, test/test_nn.py::TestNN::test_PairwiseDistance_no_batch_dim, test/test_nn.py::TestNN::test_PairwiseDistance_no_batch_dim_cuda, test/test_nn.py::TestNN::test_PairwiseDistance_with_non_default_args, test/test_nn.py::TestNN::test_PairwiseDistance_with_non_default_args_cuda, test/test_nn.py::TestNN::test_ParameterDict, test/test_nn.py::TestNN::test_ParameterDict_replication, test/test_nn.py::TestNN::test_ParameterList, test/test_nn.py::TestNN::test_ParameterList_meta, test/test_nn.py::TestNN::test_ParameterList_replication, test/test_nn.py::TestNN::test_PixelShuffle, test/test_nn.py::TestNN::test_PixelShuffle_cuda, test/test_nn.py::TestNN::test_PixelUnshuffle, test/test_nn.py::TestNN::test_PixelUnshuffle_cuda, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_reduce, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_RNN_cell, test/test_nn.py::TestNN::test_RNN_cell_forward_zero_hidden_size, test/test_nn.py::TestNN::test_RNN_cell_no_broadcasting, test/test_nn.py::TestNN::test_RNN_change_dropout, test/test_nn.py::TestNN::test_RNN_cpu_vs_cudnn_no_dropout, test/test_nn.py::TestNN::test_RNN_cpu_vs_cudnn_with_dropout, test/test_nn.py::TestNN::test_RNN_cudnn_weight_norm, test/test_nn.py::TestNN::test_RNN_dropout, test/test_nn.py::TestNN::test_RNN_dropout_state, test/test_nn.py::TestNN::test_RNN_input_size_zero, test/test_nn.py::TestNN::test_RNN_nonlinearity, test/test_nn.py::TestNN::test_RNN_nonlinearity_passed_as_arg, test/test_nn.py::TestNN::test_RReLU, test/test_nn.py::TestNN::test_RReLU_cuda, test/test_nn.py::TestNN::test_RReLU_no_batch_dim, test/test_nn.py::TestNN::test_RReLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_RReLU_with_up_down, test/test_nn.py::TestNN::test_RReLU_with_up_down_cuda, test/test_nn.py::TestNN::test_RReLU_with_up_down_scalar, test/test_nn.py::TestNN::test_RReLU_with_up_down_scalar_cuda, test/test_nn.py::TestNN::test_ReLU6_no_batch_dim, test/test_nn.py::TestNN::test_ReLU6_no_batch_dim_cuda, test/test_nn.py::TestNN::test_ReLU_no_batch_dim, test/test_nn.py::TestNN::test_ReLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_ReplicationPad3d, test/test_nn.py::TestNN::test_ReplicationPad3d_complex, test/test_nn.py::TestNN::test_ReplicationPad3d_complex_cuda, test/test_nn.py::TestNN::test_ReplicationPad3d_cuda, test/test_nn.py::TestNN::test_ReplicationPad3d_no_batch_dim, test/test_nn.py::TestNN::test_ReplicationPad3d_no_batch_dim_cuda, test/test_nn.py::TestNN::test_SELU_no_batch_dim, test/test_nn.py::TestNN::test_SELU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Sequential_add, test/test_nn.py::TestNN::test_Sequential_append, test/test_nn.py::TestNN::test_Sequential_delitem, test/test_nn.py::TestNN::test_Sequential_extend, test/test_nn.py::TestNN::test_Sequential_getitem, test/test_nn.py::TestNN::test_Sequential_iadd, test/test_nn.py::TestNN::test_Sequential_imul, test/test_nn.py::TestNN::test_Sequential_insert, test/test_nn.py::TestNN::test_Sequential_insert_fail_case, test/test_nn.py::TestNN::test_Sequential_mul, test/test_nn.py::TestNN::test_Sequential_pop, test/test_nn.py::TestNN::test_Sequential_rmul, test/test_nn.py::TestNN::test_Sequential_setitem, test/test_nn.py::TestNN::test_Sequential_setitem_named, test/test_nn.py::TestNN::test_SiLU_no_batch_dim, test/test_nn.py::TestNN::test_SiLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Sigmoid_no_batch_dim, test/test_nn.py::TestNN::test_Sigmoid_no_batch_dim_cuda, test/test_nn.py::TestNN::test_SmoothL1Loss_beta, test/test_nn.py::TestNN::test_SmoothL1Loss_beta_cuda, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_mean, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_none, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_sum, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_SmoothL1Loss_no_reduce, test/test_nn.py::TestNN::test_SmoothL1Loss_no_reduce_cuda, test/test_nn.py::TestNN::test_SmoothL1Loss_no_reduce_scalar, test/test_nn.py::TestNN::test_SmoothL1Loss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_SmoothL1Loss_zero_beta, test/test_nn.py::TestNN::test_SmoothL1Loss_zero_beta_cuda, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_SoftMarginLoss_no_reduce, test/test_nn.py::TestNN::test_SoftMarginLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_Softplus_no_batch_dim, test/test_nn.py::TestNN::test_Softplus_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Softshrink_no_batch_dim, test/test_nn.py::TestNN::test_Softshrink_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Softsign_no_batch_dim, test/test_nn.py::TestNN::test_Softsign_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Tanh_no_batch_dim, test/test_nn.py::TestNN::test_Tanh_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Tanhshrink_no_batch_dim, test/test_nn.py::TestNN::test_Tanhshrink_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Threshold_no_batch_dim, test/test_nn.py::TestNN::test_Threshold_no_batch_dim_cuda, test/test_nn.py::TestNN::test_TransformerDecoderLayer_gelu_activation, test/test_nn.py::TestNN::test_TransformerDecoderLayer_gelu_activation_cuda, test/test_nn.py::TestNN::test_TransformerDecoderLayer_relu_activation, test/test_nn.py::TestNN::test_TransformerDecoderLayer_relu_activation_cuda, test/test_nn.py::TestNN::test_TransformerEncoderLayer_gelu_activation, test/test_nn.py::TestNN::test_TransformerEncoderLayer_gelu_activation_cuda, test/test_nn.py::TestNN::test_TransformerEncoderLayer_relu_activation, test/test_nn.py::TestNN::test_TransformerEncoderLayer_relu_activation_cuda, test/test_nn.py::TestNN::test_Transformer_cell, test/test_nn.py::TestNN::test_Transformer_multilayer_coder, test/test_nn.py::TestNN::test_Transformer_multilayer_coder_cuda, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_Unflatten_no_batch_dim, test/test_nn.py::TestNN::test_Unflatten_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Unfold, test/test_nn.py::TestNN::test_Unfold_cuda, test/test_nn.py::TestNN::test_Unfold_int_input, test/test_nn.py::TestNN::test_Unfold_int_input_cuda, test/test_nn.py::TestNN::test_adaptive_log_softmax, test/test_nn.py::TestNN::test_add_module, test/test_nn.py::TestNN::test_add_module_raises_error_if_attr_exists, test/test_nn.py::TestNN::test_affine_grid, test/test_nn.py::TestNN::test_affine_grid_3d, test/test_nn.py::TestNN::test_affine_grid_backward_cl_cf_consistency_device_cpu_nd_2, test/test_nn.py::TestNN::test_affine_grid_backward_cl_cf_consistency_device_cpu_nd_3, test/test_nn.py::TestNN::test_affine_grid_error_checking, test/test_nn.py::TestNN::test_assignment, test/test_nn.py::TestNN::test_batch_norm_update_stats, test/test_nn.py::TestNN::test_batchnorm_buffer_update_when_stats_are_not_tracked, test/test_nn.py::TestNN::test_batchnorm_cudnn_half, test/test_nn.py::TestNN::test_batchnorm_cudnn_nhwc, test/test_nn.py::TestNN::test_batchnorm_half_overflow, test/test_nn.py::TestNN::test_batchnorm_load_state_dict, test/test_nn.py::TestNN::test_batchnorm_nhwc_cpu, test/test_nn.py::TestNN::test_batchnorm_nhwc_cuda, test/test_nn.py::TestNN::test_batchnorm_non_contig_cpu_BatchNorm2d, test/test_nn.py::TestNN::test_batchnorm_non_contig_cpu_SyncBatchNorm, test/test_nn.py::TestNN::test_batchnorm_nonaffine_cuda_half_input, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_bias_is_not_same_size_as_input, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_less_than_one_value_per_channel, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_running_mean_is_not_same_size_as_input, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_running_var_is_not_same_size_as_input, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_running_var_or_running_mean_have_forward_grad, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_weight_is_not_same_size_as_input, test/test_nn.py::TestNN::test_bce_loss_always_nonnegative, test/test_nn.py::TestNN::test_bce_loss_broadcasts_weights, test/test_nn.py::TestNN::test_bce_loss_input_range, test/test_nn.py::TestNN::test_bce_loss_size_mismatch, test/test_nn.py::TestNN::test_bce_with_logits_broadcasts_pos_weights, test/test_nn.py::TestNN::test_bce_with_logits_broadcasts_weights, test/test_nn.py::TestNN::test_bce_with_logits_gives_same_result_as_sigmoid_and_bce_loss, test/test_nn.py::TestNN::test_bce_with_logits_gives_same_result_as_sigmoid_and_bce_loss_large_tensors_with_grad, test/test_nn.py::TestNN::test_bce_with_logits_has_correct_forward_grad, test/test_nn.py::TestNN::test_bce_with_logits_has_correct_grad_at_zero, test/test_nn.py::TestNN::test_bce_with_logits_ones_in_pos_weights_are_the_same_as_none, test/test_nn.py::TestNN::test_bce_with_logits_raises_if_target_and_input_are_different_size, test/test_nn.py::TestNN::test_bce_with_logits_stability, test/test_nn.py::TestNN::test_bce_with_logits_with_pos_weight_has_correct_grad_at_zero, test/test_nn.py::TestNN::test_bilinear, test/test_nn.py::TestNN::test_bilinear_broadcasting, test/test_nn.py::TestNN::test_bilinear_no_bias, test/test_nn.py::TestNN::test_bilinear_non_contiguous, test/test_nn.py::TestNN::test_broadcast_double_backwards_gpu, test/test_nn.py::TestNN::test_broadcast_no_grad, test/test_nn.py::TestNN::test_broadcast_not_requiring_grad, test/test_nn.py::TestNN::test_buffer_bad_module_subclass, test/test_nn.py::TestNN::test_buffer_not_persistent, test/test_nn.py::TestNN::test_buffer_not_persistent_assign, test/test_nn.py::TestNN::test_buffer_not_persistent_del, test/test_nn.py::TestNN::test_buffer_not_persistent_load, test/test_nn.py::TestNN::test_buffer_not_persistent_overwrite, test/test_nn.py::TestNN::test_buffers_and_named_buffers, test/test_nn.py::TestNN::test_call_supports_python_dict_output, test/test_nn.py::TestNN::test_channel_shuffle_return_alias_of_self, test/test_nn.py::TestNN::test_children, test/test_nn.py::TestNN::test_container_copy, test/test_nn.py::TestNN::test_convert_sync_batchnorm, test/test_nn.py::TestNN::test_cosine_embedding_loss_error_on_diff_shapes, test/test_nn.py::TestNN::test_cosine_embedding_loss_error_on_nonexpandable_shapes, test/test_nn.py::TestNN::test_cosine_embedding_loss_invalid_shape, test/test_nn.py::TestNN::test_cosine_embedding_loss_margin_no_reduce, test/test_nn.py::TestNN::test_cosine_embedding_loss_no_reduce, test/test_nn.py::TestNN::test_cosine_embedding_loss_with_diff_type, test/test_nn.py::TestNN::test_cosine_similarity, test/test_nn.py::TestNN::test_cross_entropy_loss, test/test_nn.py::TestNN::test_cross_entropy_loss_precision, test/test_nn.py::TestNN::test_cross_entropy_loss_zero_div, test/test_nn.py::TestNN::test_cudnn_forward_exception, test/test_nn.py::TestNN::test_cudnn_rnn_dropout_states_device, test/test_nn.py::TestNN::test_cudnn_weight_format, test/test_nn.py::TestNN::test_cudnn_weight_tying, test/test_nn.py::TestNN::test_dir, test/test_nn.py::TestNN::test_dir_digit, test/test_nn.py::TestNN::test_elu_inplace_gradgrad, test/test_nn.py::TestNN::test_elu_inplace_on_view, test/test_nn.py::TestNN::test_error_RNN_seq_len_zero, test/test_nn.py::TestNN::test_extra_state, test/test_nn.py::TestNN::test_extra_state_missing_get_extra_state, test/test_nn.py::TestNN::test_extra_state_missing_set_extra_state, test/test_nn.py::TestNN::test_extra_state_non_dict, test/test_nn.py::TestNN::test_fb_fc_packed, test/test_nn.py::TestNN::test_flatten, test/test_nn.py::TestNN::test_fold_invalid_arg, test/test_nn.py::TestNN::test_fractional_max_pool2d_invalid_output_ratio, test/test_nn.py::TestNN::test_gaussian_nll_loss_args, test/test_nn.py::TestNN::test_gaussian_nll_loss_broadcasting, test/test_nn.py::TestNN::test_gaussian_nll_loss_scalar_var, test/test_nn.py::TestNN::test_get_buffer, test/test_nn.py::TestNN::test_get_buffer_from_submodules, test/test_nn.py::TestNN::test_getattr_with_property, test/test_nn.py::TestNN::test_grid_sample, test/test_nn.py::TestNN::test_grid_sample_3d, test/test_nn.py::TestNN::test_grid_sample_error_checking, test/test_nn.py::TestNN::test_grid_sample_nearest_neighbor_rounding_mode_consistency, test/test_nn.py::TestNN::test_hardtanh_backward, test/test_nn.py::TestNN::test_hardtanh_inplace_gradgrad, test/test_nn.py::TestNN::test_huber_loss_invalid_delta, test/test_nn.py::TestNN::test_inplace_thnn, test/test_nn.py::TestNN::test_interpolate, test/test_nn.py::TestNN::test_interpolate_bicubic_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_2d_zero_dim, test/test_nn.py::TestNN::test_interpolate_bicubic_2d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_shared_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_shared_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_skewed_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_skewed_2d_align_corners, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_skewed_2d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_skewed_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_tuple_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_tuple_2d_align_corners, test/test_nn.py::TestNN::test_interpolate_bicubic_tuple_2d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_tuple_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_2d_zero_dim, test/test_nn.py::TestNN::test_interpolate_bilinear_2d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_shared_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_shared_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_skewed_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_skewed_2d_align_corners, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_skewed_2d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_skewed_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_tuple_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_tuple_2d_align_corners, test/test_nn.py::TestNN::test_interpolate_bilinear_tuple_2d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_tuple_2d_cuda, test/test_nn.py::TestNN::test_interpolate_buffer_overflow, test/test_nn.py::TestNN::test_interpolate_illegal_memory_access, test/test_nn.py::TestNN::test_interpolate_linear_1d, test/test_nn.py::TestNN::test_interpolate_linear_1d_align_corners, test/test_nn.py::TestNN::test_interpolate_linear_1d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_linear_1d_cuda, test/test_nn.py::TestNN::test_interpolate_linear_1d_zero_dim, test/test_nn.py::TestNN::test_interpolate_linear_1d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_linear_scale_1d, test/test_nn.py::TestNN::test_interpolate_linear_scale_1d_align_corners, test/test_nn.py::TestNN::test_interpolate_linear_scale_1d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_linear_scale_1d_cuda, test/test_nn.py::TestNN::test_interpolate_linear_tuple_1d, test/test_nn.py::TestNN::test_interpolate_linear_tuple_1d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_1d, test/test_nn.py::TestNN::test_interpolate_nearest_1d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_1d_zero_dim, test/test_nn.py::TestNN::test_interpolate_nearest_1d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_2d, test/test_nn.py::TestNN::test_interpolate_nearest_2d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_2d_launch_configs, test/test_nn.py::TestNN::test_interpolate_nearest_2d_launch_configs_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_2d_zero_dim, test/test_nn.py::TestNN::test_interpolate_nearest_2d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_3d, test/test_nn.py::TestNN::test_interpolate_nearest_3d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_3d_zero_dim, test/test_nn.py::TestNN::test_interpolate_nearest_3d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_scale_1d, test/test_nn.py::TestNN::test_interpolate_nearest_scale_1d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_scale_2d, test/test_nn.py::TestNN::test_interpolate_nearest_scale_2d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_scale_3d, test/test_nn.py::TestNN::test_interpolate_nearest_scale_3d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_1d, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_1d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_2d, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_2d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_3d, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_3d_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_3d, test/test_nn.py::TestNN::test_interpolate_trilinear_3d_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_3d_zero_dim, test/test_nn.py::TestNN::test_interpolate_trilinear_3d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_scale_3d, test/test_nn.py::TestNN::test_interpolate_trilinear_scale_3d_align_corners, test/test_nn.py::TestNN::test_interpolate_trilinear_scale_3d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_scale_3d_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_tuple_3d, test/test_nn.py::TestNN::test_interpolate_trilinear_tuple_3d_align_corners, test/test_nn.py::TestNN::test_interpolate_trilinear_tuple_3d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_tuple_3d_cuda, test/test_nn.py::TestNN::test_interpolate_undefined_behavior_casting, test/test_nn.py::TestNN::test_kl_div_log_softmax_target, test/test_nn.py::TestNN::test_kl_div_with_diff_type, test/test_nn.py::TestNN::test_kl_div_with_diff_type_log_target, test/test_nn.py::TestNN::test_l1_loss_correct, test/test_nn.py::TestNN::test_layer_norm_eps, test/test_nn.py::TestNN::test_layer_norm_grads_with_create_graph_flag, test/test_nn.py::TestNN::test_layer_norm_large_tensor, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_bias_weightCOO, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_bias_weightCSC, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_bias_weightCSR, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_bias_weightStrided, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_nobias_weightCOO, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_nobias_weightCSC, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_nobias_weightCSR, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_nobias_weightStrided, test/test_nn.py::TestNN::test_linear_broadcasting, test/test_nn.py::TestNN::test_linear_raise_on_scalar_input, test/test_nn.py::TestNN::test_log_softmax_dim0, test/test_nn.py::TestNN::test_log_softmax_dim0_cuda, test/test_nn.py::TestNN::test_log_softmax_dim3, test/test_nn.py::TestNN::test_log_softmax_dim3_cuda, test/test_nn.py::TestNN::test_log_softmax_lastdim, test/test_nn.py::TestNN::test_log_softmax_lastdim_cuda, test/test_nn.py::TestNN::test_log_softmax_scalar, test/test_nn.py::TestNN::test_log_softmax_scalar_cuda, test/test_nn.py::TestNN::test_log_softmax_spatial, test/test_nn.py::TestNN::test_log_softmax_spatial_cuda, test/test_nn.py::TestNN::test_log_softmax_spatial_special, test/test_nn.py::TestNN::test_log_softmax_spatial_special_cuda, test/test_nn.py::TestNN::test_loss_equal_input_target_shape, test/test_nn.py::TestNN::test_margin_ranking_loss_margin_no_reduce, test/test_nn.py::TestNN::test_margin_ranking_loss_no_reduce, test/test_nn.py::TestNN::test_max_pool1d_invalid_output_size, test/test_nn.py::TestNN::test_module_apply_inplace_op, test/test_nn.py::TestNN::test_module_backcompat, test/test_nn.py::TestNN::test_module_super_init, test/test_nn.py::TestNN::test_module_to_argparse, test/test_nn.py::TestNN::test_modules, test/test_nn.py::TestNN::test_mse_loss_size_warning, test/test_nn.py::TestNN::test_multimarginloss_1d_input_0d_target_no_reduce, test/test_nn.py::TestNN::test_multimarginloss_1d_input_0d_target_no_reduce_cuda, test/test_nn.py::TestNN::test_named_children, test/test_nn.py::TestNN::test_named_modules, test/test_nn.py::TestNN::test_named_parameters_remove_duplicate, test/test_nn.py::TestNN::test_native_channel_shuffle_return_alias_of_self, test/test_nn.py::TestNN::test_nested_tensor_from_mask, test/test_nn.py::TestNN::test_nested_tensor_from_mask_error, test/test_nn.py::TestNN::test_no_grad, test/test_nn.py::TestNN::test_non_leaf_parameters, test/test_nn.py::TestNN::test_normalize, test/test_nn.py::TestNN::test_overwrite_module_params_on_conversion, test/test_nn.py::TestNN::test_pack_sequence_batch_sizes_throw, test/test_nn.py::TestNN::test_pad_scalar_error, test/test_nn.py::TestNN::test_padding_list, test/test_nn.py::TestNN::test_pairwise_distance, test/test_nn.py::TestNN::test_parameter_assignment, test/test_nn.py::TestNN::test_parameterlistdict_pickle, test/test_nn.py::TestNN::test_parameterlistdict_setting_attributes, test/test_nn.py::TestNN::test_parameters_and_named_parameters, test/test_nn.py::TestNN::test_parameters_to_vector, test/test_nn.py::TestNN::test_parse_to, test/test_nn.py::TestNN::test_partial_flat_weights, test/test_nn.py::TestNN::test_pdist, test/test_nn.py::TestNN::test_pdist_cpu_gradgrad_unimplemented, test/test_nn.py::TestNN::test_pdist_cuda_gradgrad_unimplemented, test/test_nn.py::TestNN::test_pdist_empty_col, test/test_nn.py::TestNN::test_pdist_empty_row, test/test_nn.py::TestNN::test_pdist_large, test/test_nn.py::TestNN::test_pdist_zeros, test/test_nn.py::TestNN::test_pickle_module_no_weights_only_warning, test/test_nn.py::TestNN::test_pixel_shuffle_nhwc_cpu, test/test_nn.py::TestNN::test_pixel_shuffle_unshuffle, test/test_nn.py::TestNN::test_pointwise_loss_broadcast, test/test_nn.py::TestNN::test_pointwise_loss_target_grad_none_reduction, test/test_nn.py::TestNN::test_projections_errors_on_gru_and_rnn, test/test_nn.py::TestNN::test_projections_lstm_args_check, test/test_nn.py::TestNN::test_projections_lstm_check_device, test/test_nn.py::TestNN::test_projections_lstm_initial_hidden_state, test/test_nn.py::TestNN::test_register_buffer_allows_overwriting_with_same_name, test/test_nn.py::TestNN::test_register_buffer_raises_error_if_attr_exists, test/test_nn.py::TestNN::test_register_buffer_raises_error_if_name_is_not_string, test/test_nn.py::TestNN::test_register_buffer_raises_error_if_not_tensor, test/test_nn.py::TestNN::test_register_parameter_allows_overwriting_with_same_name, test/test_nn.py::TestNN::test_register_parameter_raises_error_if_attr_exists, test/test_nn.py::TestNN::test_register_parameter_raises_error_if_name_is_not_string, test/test_nn.py::TestNN::test_relu_inplace_on_view, test/test_nn.py::TestNN::test_repr, test/test_nn.py::TestNN::test_requires_grad_, test/test_nn.py::TestNN::test_rnn_args_check, test/test_nn.py::TestNN::test_rnn_check_device, test/test_nn.py::TestNN::test_rnn_initial_hidden_state, test/test_nn.py::TestNN::test_rnn_weight_norm, test/test_nn.py::TestNN::test_set_submodule, test/test_nn.py::TestNN::test_share_memory, test/test_nn.py::TestNN::test_smoothl1loss_intergral_target, test/test_nn.py::TestNN::test_smoothl1loss_negative_beta_not_supported, test/test_nn.py::TestNN::test_softmax_functional_dim0, test/test_nn.py::TestNN::test_softmax_functional_dim0_cuda, test/test_nn.py::TestNN::test_softmax_functional_dim3, test/test_nn.py::TestNN::test_softmax_functional_dim3_cuda, test/test_nn.py::TestNN::test_softmax_functional_scalar, test/test_nn.py::TestNN::test_softmax_functional_scalar_cuda, test/test_nn.py::TestNN::test_softmax_lastdim, test/test_nn.py::TestNN::test_softmax_lastdim_cuda, test/test_nn.py::TestNN::test_softmax_lastdim_dtype, test/test_nn.py::TestNN::test_softmax_lastdim_dtype_cuda, test/test_nn.py::TestNN::test_softmax_spatial, test/test_nn.py::TestNN::test_softmax_spatial_cuda, test/test_nn.py::TestNN::test_softmax_spatial_dtype, test/test_nn.py::TestNN::test_softmax_spatial_dtype_cuda, test/test_nn.py::TestNN::test_softmax_spatial_special, test/test_nn.py::TestNN::test_softmax_spatial_special_cuda, test/test_nn.py::TestNN::test_softmin, test/test_nn.py::TestNN::test_spectral_norm, test/test_nn.py::TestNN::test_spectral_norm_dim, test/test_nn.py::TestNN::test_spectral_norm_forward, test/test_nn.py::TestNN::test_spectral_norm_load_state_dict, test/test_nn.py::TestNN::test_spectral_norm_pickle, test/test_nn.py::TestNN::test_state_dict, test/test_nn.py::TestNN::test_swap_module_params_poisons_acc_grad, test/test_nn.py::TestNN::test_sync_batchnorm_accuracy_cuda, test/test_nn.py::TestNN::test_sync_batchnorm_backward_elemt, test/test_nn.py::TestNN::test_threshold_bfloat16_half, test/test_nn.py::TestNN::test_threshold_int, test/test_nn.py::TestNN::test_to, test/test_nn.py::TestNN::test_train_errors_for_invalid_mode, test/test_nn.py::TestNN::test_transformer_args_check, test/test_nn.py::TestNN::test_transformer_layer_args_check, test/test_nn.py::TestNN::test_transformerdecoder, test/test_nn.py::TestNN::test_transformerdecoderlayer, test/test_nn.py::TestNN::test_transformerdecoderlayer_gelu, test/test_nn.py::TestNN::test_triplet_margin_loss, test/test_nn.py::TestNN::test_triplet_margin_loss_no_reduce, test/test_nn.py::TestNN::test_triplet_margin_loss_swap, test/test_nn.py::TestNN::test_triplet_margin_loss_swap_no_reduce, test/test_nn.py::TestNN::test_type, test/test_nn.py::TestNN::test_unflatten, test/test_nn.py::TestNN::test_unflatten_invalid_arg, test/test_nn.py::TestNN::test_unfold_invalid_arg, test/test_nn.py::TestNN::test_upsamplingBilinear2d_spatial_invariance, test/test_nn.py::TestNN::test_upsamplingLinear1d, test/test_nn.py::TestNN::test_upsamplingLinear1d_spatial_invariance, test/test_nn.py::TestNN::test_upsamplingTrilinear3d_spatial_invariance, test/test_nn.py::TestNN::test_upsampling_bfloat16, test/test_nn.py::TestNN::test_upsampling_not_recompute_scale_factor, test/test_nn.py::TestNN::test_upsampling_small_scale, test/test_nn.py::TestNN::test_vector_to_parameters, test/test_nn.py::TestNN::test_weight_norm, test/test_nn.py::TestNN::test_weight_norm_pickle, test/test_nn.py::TestNN::test_weighted_huber_loss, test/test_nn.py::TestNN::test_weighted_l1_loss_with_weights, test/test_nn.py::TestNN::test_weighted_mse_loss, test/test_nn.py::TestNN::test_zero_grad, test/test_nn.py::TestFusionEval::test_fuse_module_eval_numerics, test/test_nn.py::TestConstantPadNd::test_constant_pad_nd, test/test_nn.py::TestConstantPadNd::test_preserves_memory_format, test/test_nn.py::TestAddRelu::test_add_relu, test/test_nn.py::TestAddRelu::test_add_relu_broadcasting, test/test_nn.py::TestFunctionalPickle::test_pickle_softsign, test/test_nn.py::TestFusionUtils::test_fuse_conv_bn_requires_grad, test/test_nn.py::TestFusionUtils::test_fuse_linear_bn_requires_grad, test/test_nn.py::TestUtils::test_consume_prefix_in_state_dict_if_present, test/test_nn.py::TestNNDeviceTypeCPU::test_BatchNorm_empty_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_Bilinear_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_cudnn_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_empty_target_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_mean_use_module_form_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_mean_use_module_form_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_none_use_module_form_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_none_use_module_form_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_sum_use_module_form_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_sum_use_module_form_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GRU_grad_and_gradgrad_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_memory_format_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_numeric_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_raises_error_if_one_value_per_group_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_InstanceNorm1d_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_InstanceNorm2d_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_InstanceNorm3d_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_LSTM_differentiable_backward_using_oneDNN_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_LSTM_differentiable_backward_using_oneDNN_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_LSTM_grad_and_gradgrad_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_LayerNorm_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_LayerNorm_numeric_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_LocalResponseNorm_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_MarginLoss_empty_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_MarginLoss_empty_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_MarginLoss_warnings_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad2d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad2d_large_deterministic_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad3d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad_empty_cpu_complex64, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad_empty_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad_fails_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad1d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad2d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad3d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad_empty_cpu_complex128, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad_empty_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_TransformerDecoderLayer_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_TransformerDecoder_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_TransformerEncoderLayer_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_TransformerEncoder_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_Transformer_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_Unfold_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_activations_bfloat16_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_activations_bfloat16_half_cpu_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_activations_bfloat16_half_cpu_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_adaptiveavg_pool1d_shmem_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_2d_rotate0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_2d_rotate45_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_2d_rotate90_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_2d_rotateRandom_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_3d_rotateRandom_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_avg_pool_large_tensor2_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_avg_pool_large_tensor_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_affine_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_affine_mixed_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_affine_mixed_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_eval_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_eval_mixed_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_eval_mixed_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_grad_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_large_batch_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_large_batch_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_simple_average_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_simple_average_mixed_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_simple_average_mixed_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_update_stats_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_channel_shuffle_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_error_if_nonfinite_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_0_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_1_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_2_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_4_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_inf_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_0_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_1_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_2_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_4_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_inf_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_multi_device_foreach_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_multi_device_foreach_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_value_foreach_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_value_foreach_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_conv_empty_input_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_conv_empty_input_cpu_complex128, test/test_nn.py::TestNNDeviceTypeCPU::test_conv_empty_input_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_conv_empty_input_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_64bit_reduction_mean_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_64bit_reduction_none_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_64bit_reduction_sum_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_label_smoothing_consistent_index_target_and_probs_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_label_smoothing_errors_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_label_smoothing_weight_ignore_indices_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_label_smoothing_with_probs_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_large_tensor_reduction_mean_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_large_tensor_reduction_none_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_large_tensor_reduction_sum_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_2d_out_of_bounds_class_index_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_2d_out_of_bounds_class_index_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_index_target_unit_weights_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_one_hot_target_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_all_reductions_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_mean_weighted_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_mean_weighted_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_none_weighted_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_none_weighted_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_sum_weighted_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_sum_weighted_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_unit_weights_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ctc_loss_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ctc_loss_cudnn_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ctc_loss_cudnn_tensor_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_device_mask_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_elu_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_elu_inplace_with_neg_alpha_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_fold_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_glu_bfloat16_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_bfloat16_precision_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_half_precision_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_index_2d_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_index_2d_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_index_3d_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_index_3d_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_nan_inf_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_nan_inf_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_groupnorm_nhwc_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_groupnorm_nhwc_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_groupnorm_nhwc_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_groupnorm_nhwc_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_gumbel_softmax_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_gumbel_softmax_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_hardsigmoid_grad_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_grad_corner_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_grad_corner_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_grad_corner_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_grad_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_for_single_spatial_element_during_training_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_False_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_False_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_True_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_True_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_False_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_False_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_True_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_True_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_False_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_False_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_True_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_True_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_less_than_one_value_per_channel_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_invalid_reduction_strings_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_layernorm_half_precision_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_layernorm_weight_bias_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_leaky_relu_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_leaky_relu_inplace_with_neg_slope_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_leaky_relu_inplace_with_zero_slope_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_linear_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_log_softmax_big_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_log_softmax_cpu_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_log_softmax_cpu_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_logsigmoid_out_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_lstmcell_backward_only_one_output_grad_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_TxT_layout_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_devices_parity_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_forward_with_nans_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_grad_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_lowp_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_lowp_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_mask_types_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_transformer_layout_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_mish_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_module_to_empty_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_module_to_empty_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_module_to_empty_non_recursive_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_all_ignored_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_byte_target_matches_long_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_empty_tensor_reduction_mean_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_empty_tensor_reduction_none_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_empty_tensor_reduction_sum_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_invalid_target_dim_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_invalid_weights_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_large_tensor_reduction_mean_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_large_tensor_reduction_none_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_large_tensor_reduction_sum_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_mismatched_batch_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_out_of_bounds_ignore_index_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_total_weight_is_zero_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nn_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nn_scalars_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nn_scalars_reductions_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nonlinearity_propagate_nan_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_one_hot_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_overwrite_module_params_on_conversion_cpu_device_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_pad_cpu_complex128, test/test_nn.py::TestNNDeviceTypeCPU::test_pad_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_prelu_backward_32bit_indexing_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_replicatepad_64bit_indexing_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_rmsnorm_numeric_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_rmsnorm_numeric_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_rnn_fused_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_rnn_fused_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_rnn_retain_variables_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_save_lstm_compatibility_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_silu_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_skip_init_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_smooth_l1_loss_bfloat16_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_smooth_l1_loss_vs_huber_loss_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_smoothl1loss_backward_zero_beta_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_64bit_indexing_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_64bit_indexing_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_smem_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_unaligned_grad_output_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_unaligned_output_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_without_fully_vectorized_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_bfloat16_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_cpu_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_cpu_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_double_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_forward_64bit_indexing_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_results_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_softplus_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softplus_low_threshold_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softshrink_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softshrink_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softshrink_negative_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_threshold_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_to_complex_cpu_complex128, test/test_nn.py::TestNNDeviceTypeCPU::test_to_complex_cpu_complex64, test/test_nn.py::TestNNDeviceTypeCPU::test_to_complex_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_transformerencoderlayer_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_transformerencoderlayer_fast_path_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_transformerencoderlayer_gelu_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_triplet_margin_with_distance_loss_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_triplet_margin_with_distance_loss_default_parity_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_False_input_size_399_output_size_437_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_False_input_size_403_output_size_377_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_True_input_size_399_output_size_437_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_True_input_size_403_output_size_377_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_False_input_size_399_output_size_437_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_False_input_size_403_output_size_377_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_True_input_size_399_output_size_437_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_True_input_size_403_output_size_377_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bicubic_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bicubic_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bilinear_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bilinear_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bicubic_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bicubic_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bilinear_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bilinear_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bicubic_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bicubic_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bilinear_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bilinear_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bicubic_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bicubic_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bilinear_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bilinear_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBicubic2d_aa_correctness_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBicubic2d_aa_correctness_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBicubic2d_correctness_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBilinear2d_aa_correctness_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBilinear2d_aa_correctness_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_correctness_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_correctness_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_launch_config_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_correctness_memory_format0_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_correctness_memory_format0_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_correctness_memory_format1_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_correctness_memory_format1_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_launch_config_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_launch_fail_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_launch_rocm_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_memory_format0_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_memory_format0_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_memory_format1_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_memory_format1_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_correctness_memory_format0_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_correctness_memory_format0_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_correctness_memory_format1_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_correctness_memory_format1_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_launch_config_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_memory_format0_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_memory_format0_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_memory_format1_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_memory_format1_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact1d_correctness_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact1d_correctness_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact1d_rescale_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact2d_correctness_memory_format0_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact2d_correctness_memory_format0_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact2d_correctness_memory_format1_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact2d_correctness_memory_format1_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact3d_correctness_memory_format0_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact3d_correctness_memory_format0_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact3d_correctness_memory_format1_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact3d_correctness_memory_format1_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingTrilinear3d_align_corners_False_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingTrilinear3d_align_corners_False_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingTrilinear3d_align_corners_True_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingTrilinear3d_align_corners_True_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsampling_64bit_indexing_channels_last_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsampling_64bit_indexing_channels_last_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingnearest2d_backward_64bit_indexing_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_variable_sequence_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_warp_softmax_64bit_indexing_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_warp_softmax_64bit_indexing_cpu_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_BatchNorm_empty_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_Bilinear_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_cudnn_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_empty_target_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_mean_use_module_form_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_mean_use_module_form_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_none_use_module_form_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_none_use_module_form_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_sum_use_module_form_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_sum_use_module_form_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GRU_grad_and_gradgrad_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_memory_format_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_numeric_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_raises_error_if_one_value_per_group_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_InstanceNorm1d_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_InstanceNorm2d_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_InstanceNorm3d_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_LSTM_differentiable_backward_using_oneDNN_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_LSTM_differentiable_backward_using_oneDNN_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_LSTM_grad_and_gradgrad_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_LayerNorm_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_LayerNorm_numeric_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_LocalResponseNorm_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_MarginLoss_empty_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_MarginLoss_empty_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_MarginLoss_warnings_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad2d_large_deterministic_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad2d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad3d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad_empty_mps_complex64, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad_empty_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad_fails_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad1d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad2d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad3d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad_empty_mps_complex128, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad_empty_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_TransformerDecoderLayer_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_TransformerDecoder_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_TransformerEncoderLayer_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_TransformerEncoder_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_Transformer_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_Unfold_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_activations_bfloat16_half_cpu_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_activations_bfloat16_half_cpu_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_activations_bfloat16_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_adaptiveavg_pool1d_shmem_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_2d_rotate0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_2d_rotate45_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_2d_rotate90_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_2d_rotateRandom_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_3d_rotateRandom_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_avg_pool_large_tensor2_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_avg_pool_large_tensor_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_affine_mixed_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_affine_mixed_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_affine_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_eval_mixed_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_eval_mixed_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_eval_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_grad_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_large_batch_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_large_batch_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_simple_average_mixed_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_simple_average_mixed_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_simple_average_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_update_stats_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_channel_shuffle_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_error_if_nonfinite_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_0_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_1_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_2_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_4_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_inf_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_0_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_1_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_2_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_4_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_inf_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_multi_device_foreach_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_multi_device_foreach_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_value_foreach_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_value_foreach_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_conv_empty_input_mps_complex64, test/test_nn.py::TestNNDeviceTypeMPS::test_conv_empty_input_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_conv_empty_input_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_64bit_reduction_mean_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_64bit_reduction_none_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_64bit_reduction_sum_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_label_smoothing_consistent_index_target_and_probs_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_label_smoothing_errors_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_label_smoothing_weight_ignore_indices_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_label_smoothing_with_probs_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_large_tensor_reduction_mean_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_large_tensor_reduction_none_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_large_tensor_reduction_sum_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_2d_out_of_bounds_class_index_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_2d_out_of_bounds_class_index_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_index_target_unit_weights_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_one_hot_target_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_all_reductions_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_mean_weighted_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_mean_weighted_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_none_weighted_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_none_weighted_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_sum_weighted_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_sum_weighted_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_unit_weights_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ctc_loss_cudnn_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ctc_loss_cudnn_tensor_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ctc_loss_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_device_mask_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_elu_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_elu_inplace_with_neg_alpha_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_fold_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_glu_bfloat16_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_bfloat16_precision_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_half_precision_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_index_2d_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_index_2d_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_index_3d_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_index_3d_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_nan_inf_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_nan_inf_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_groupnorm_nhwc_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_groupnorm_nhwc_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_groupnorm_nhwc_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_groupnorm_nhwc_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_gumbel_softmax_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_hardsigmoid_grad_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_grad_corner_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_grad_corner_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_grad_corner_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_grad_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_for_single_spatial_element_during_training_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_False_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_False_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_True_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_True_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_False_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_False_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_True_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_True_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_False_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_False_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_True_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_True_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_less_than_one_value_per_channel_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_invalid_reduction_strings_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_layernorm_half_precision_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_layernorm_weight_bias_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_leaky_relu_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_leaky_relu_inplace_with_neg_slope_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_leaky_relu_inplace_with_zero_slope_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_linear_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_log_softmax_big_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_log_softmax_cpu_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_log_softmax_cpu_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_logsigmoid_out_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_lstmcell_backward_only_one_output_grad_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_TxT_layout_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_devices_parity_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_forward_with_nans_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_grad_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_lowp_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_lowp_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_mask_types_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_transformer_layout_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_mish_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_module_to_empty_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_module_to_empty_non_recursive_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_all_ignored_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_byte_target_matches_long_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_mean_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_mean_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_none_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_none_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_sum_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_sum_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_invalid_target_dim_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_invalid_weights_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_large_tensor_reduction_mean_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_large_tensor_reduction_none_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_large_tensor_reduction_sum_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_mismatched_batch_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_out_of_bounds_ignore_index_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_total_weight_is_zero_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nn_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nn_scalars_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nn_scalars_reductions_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nonlinearity_propagate_nan_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_one_hot_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_overwrite_module_params_on_conversion_cpu_device_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_pad_mps_complex128, test/test_nn.py::TestNNDeviceTypeMPS::test_pad_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_prelu_backward_32bit_indexing_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_replicatepad_64bit_indexing_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_rmsnorm_numeric_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_rmsnorm_numeric_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_rnn_fused_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_rnn_fused_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_rnn_retain_variables_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_rnn_retain_variables_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_save_lstm_compatibility_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_silu_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_skip_init_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_smooth_l1_loss_bfloat16_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_smooth_l1_loss_vs_huber_loss_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_smoothl1loss_backward_zero_beta_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_64bit_indexing_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_64bit_indexing_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_smem_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_unaligned_grad_output_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_unaligned_output_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_without_fully_vectorized_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_bfloat16_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_cpu_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_cpu_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_double_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_forward_64bit_indexing_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_results_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_softplus_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softplus_low_threshold_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softshrink_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softshrink_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softshrink_negative_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_threshold_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_to_complex_mps_complex64, test/test_nn.py::TestNNDeviceTypeMPS::test_to_complex_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_transformerencoderlayer_fast_path_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_transformerencoderlayer_gelu_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_transformerencoderlayer_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_triplet_margin_with_distance_loss_default_parity_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_triplet_margin_with_distance_loss_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_False_input_size_399_output_size_437_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_False_input_size_403_output_size_377_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_True_input_size_399_output_size_437_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_True_input_size_403_output_size_377_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_False_input_size_399_output_size_437_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_False_input_size_403_output_size_377_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_True_input_size_399_output_size_437_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_True_input_size_403_output_size_377_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bicubic_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bicubic_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bilinear_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bilinear_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bicubic_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bicubic_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bilinear_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bilinear_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bicubic_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bicubic_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bilinear_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bilinear_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bicubic_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bicubic_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bilinear_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bilinear_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBicubic2d_aa_correctness_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBicubic2d_aa_correctness_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBicubic2d_correctness_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBilinear2d_aa_correctness_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBilinear2d_aa_correctness_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_correctness_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_correctness_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_launch_config_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_mode_nearest-exact_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_mode_nearest_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_correctness_memory_format0_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_correctness_memory_format0_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_correctness_memory_format1_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_correctness_memory_format1_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_launch_config_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_launch_fail_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_launch_rocm_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_memory_format0_mode_nearest-exact_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_memory_format0_mode_nearest_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_memory_format1_mode_nearest-exact_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_memory_format1_mode_nearest_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_correctness_memory_format0_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_correctness_memory_format0_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_correctness_memory_format1_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_correctness_memory_format1_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_launch_config_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_memory_format0_mode_nearest-exact_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_memory_format0_mode_nearest_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_memory_format1_mode_nearest-exact_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest3d_memory_format1_mode_nearest_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact1d_correctness_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact1d_correctness_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact1d_rescale_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact2d_correctness_memory_format0_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact2d_correctness_memory_format0_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact2d_correctness_memory_format1_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact2d_correctness_memory_format1_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact3d_correctness_memory_format0_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact3d_correctness_memory_format0_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact3d_correctness_memory_format1_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearestExact3d_correctness_memory_format1_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingTrilinear3d_align_corners_False_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingTrilinear3d_align_corners_False_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingTrilinear3d_align_corners_True_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingTrilinear3d_align_corners_True_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsampling_64bit_indexing_channels_last_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsampling_64bit_indexing_channels_last_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingnearest2d_backward_64bit_indexing_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_variable_sequence_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_warp_softmax_64bit_indexing_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_warp_softmax_64bit_indexing_mps_float32
2025-03-14T04:04:43.4822440Z 
2025-03-14T04:04:43.4822880Z Running inductor/test_mps_basic 1/1 ... [2025-03-14 04:04:43.089007]
2025-03-14T04:04:43.4823280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:04:43.4824580Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'inductor/test_mps_basic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:04:43.089500]
2025-03-14T04:04:49.8638910Z 
2025-03-14T04:04:49.8639780Z inductor/test_mps_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mps_basic_1.1_3e1c004238a29bc9_.log
2025-03-14T04:04:49.8641700Z Running 0 items in this shard:
2025-03-14T04:04:49.8641920Z 
2025-03-14T04:04:49.8642500Z Running nn/test_dropout 1/1 ... [2025-03-14 04:04:49.864199]
2025-03-14T04:04:49.8642960Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:04:49.8646430Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'nn/test_dropout.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:04:49.864490]
2025-03-14T04:04:51.9370710Z 
2025-03-14T04:04:51.9371730Z nn/test_dropout 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_dropout_1.1_f4b2b16e84f8eeac_.log
2025-03-14T04:04:51.9372490Z Running 0 items in this shard:
2025-03-14T04:04:51.9372690Z 
2025-03-14T04:04:51.9375100Z Running test_metal 1/1 ... [2025-03-14 04:04:51.937441]
2025-03-14T04:04:51.9375490Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:04:51.9379310Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_metal.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:04:51.937778]
2025-03-14T04:04:53.8577430Z 
2025-03-14T04:04:53.8578220Z test_metal 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_metal_1.1_7b626ab007c1b512_.log
2025-03-14T04:04:53.8578850Z Running 0 items in this shard:
2025-03-14T04:04:53.8579370Z 
2025-03-14T04:04:53.8581230Z Running test_modules 1/2 ... [2025-03-14 04:04:53.858073]
2025-03-14T04:04:53.8581570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:04:53.8584950Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_modules.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:04:53.858366]
2025-03-14T04:04:57.5147350Z 
2025-03-14T04:04:57.5148280Z test_modules 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_1.2_8a3b95d57c6664aa_.log
2025-03-14T04:04:57.5149020Z Running 0 items in this shard:
2025-03-14T04:04:57.5149210Z 
2025-03-14T04:04:57.5151780Z Running test_modules 2/2 ... [2025-03-14 04:04:57.515101]
2025-03-14T04:04:57.5152190Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:04:57.5155730Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_modules.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:04:57.515420]
2025-03-14T04:05:01.0651150Z 
2025-03-14T04:05:01.0652180Z test_modules 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_2.2_379d3fa3f57cfeec_.log
2025-03-14T04:05:01.0652990Z Running 0 items in this shard:
2025-03-14T04:05:01.0653540Z 
2025-03-14T04:05:01.0654950Z Running test_mps 1/7 ... [2025-03-14 04:05:01.065414]
2025-03-14T04:05:01.0655490Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:05:01.0659200Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_mps.py', '-m', 'serial', '--shard-id=1', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:05:01.065754]
2025-03-14T04:05:05.3376780Z 
2025-03-14T04:05:05.3377650Z test_mps 1/7 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_1.7_1adef2280285be9d_.log
2025-03-14T04:05:05.3378310Z Running 0 items in this shard:
2025-03-14T04:05:05.3378520Z 
2025-03-14T04:05:05.3380600Z Running test_mps 2/7 ... [2025-03-14 04:05:05.337981]
2025-03-14T04:05:05.3380960Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:05:05.3384030Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_mps.py', '-m', 'serial', '--shard-id=2', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:05:05.338251]
2025-03-14T04:05:09.6358410Z 
2025-03-14T04:05:09.6359420Z test_mps 2/7 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_2.7_734505304db437c1_.log
2025-03-14T04:05:09.6360210Z Running 0 items in this shard:
2025-03-14T04:05:09.6360460Z 
2025-03-14T04:05:09.6363030Z Running test_mps 3/7 ... [2025-03-14 04:05:09.636220]
2025-03-14T04:05:09.6363510Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:05:09.6367220Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_mps.py', '-m', 'serial', '--shard-id=3', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:05:09.636554]
2025-03-14T04:05:13.9212660Z 
2025-03-14T04:05:13.9213630Z test_mps 3/7 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_3.7_0386e94c648ea0b8_.log
2025-03-14T04:05:13.9214420Z Running 0 items in this shard:
2025-03-14T04:05:13.9214670Z 
2025-03-14T04:05:13.9217560Z Running test_mps 4/7 ... [2025-03-14 04:05:13.921686]
2025-03-14T04:05:13.9218080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:05:13.9221880Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_mps.py', '-m', 'serial', '--shard-id=4', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:05:13.922027]
2025-03-14T04:05:18.2685190Z 
2025-03-14T04:05:18.2685980Z test_mps 4/7 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_4.7_1c1b27018907ec9c_.log
2025-03-14T04:05:18.2686910Z Running 1 items in this shard: test/test_mps.py::TestMPS::test_default_mps_generator
2025-03-14T04:05:18.2687300Z 
2025-03-14T04:05:18.2689160Z Running test_mps 5/7 ... [2025-03-14 04:05:18.268849]
2025-03-14T04:05:18.2689510Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:05:18.2692670Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_mps.py', '-m', 'serial', '--shard-id=5', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:05:18.269132]
2025-03-14T04:05:22.5847020Z 
2025-03-14T04:05:22.5847900Z test_mps 5/7 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_5.7_b3db7d0141be59ff_.log
2025-03-14T04:05:22.5848590Z Running 0 items in this shard:
2025-03-14T04:05:22.5848810Z 
2025-03-14T04:05:22.5851420Z Running test_mps 6/7 ... [2025-03-14 04:05:22.585071]
2025-03-14T04:05:22.5852180Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:05:22.5855350Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_mps.py', '-m', 'serial', '--shard-id=6', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:05:22.585384]
2025-03-14T04:05:27.1290690Z 
2025-03-14T04:05:27.1291630Z test_mps 6/7 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_6.7_625671257aa639e1_.log
2025-03-14T04:05:27.1292660Z Running 1 items in this shard: test/test_mps.py::TestMPS::test_mps_allocator_module
2025-03-14T04:05:27.1293110Z 
2025-03-14T04:05:27.1295310Z Running test_mps 7/7 ... [2025-03-14 04:05:27.129449]
2025-03-14T04:05:27.1295810Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:05:27.1299390Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_mps.py', '-m', 'serial', '--shard-id=7', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:05:27.129774]
2025-03-14T04:05:31.4093230Z 
2025-03-14T04:05:31.4094080Z test_mps 7/7 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_7.7_56cd1b394500b98b_.log
2025-03-14T04:05:31.4101080Z Running 0 items in this shard:
2025-03-14T04:05:31.4101290Z 
2025-03-14T04:05:31.4101500Z Running test_view_ops 1/1 ... [2025-03-14 04:05:31.409663]
2025-03-14T04:05:31.4101870Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:05:31.4103240Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_view_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:05:31.409970]
2025-03-14T04:05:33.4402240Z 
2025-03-14T04:05:33.4403250Z test_view_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_view_ops_1.1_25645f1a103c0fac_.log
2025-03-14T04:05:33.4404070Z Running 0 items in this shard:
2025-03-14T04:05:33.4404280Z 
2025-03-14T04:05:33.4466190Z Running inductor/test_mps_basic 1/1 ... [2025-03-14 04:05:33.446303]
2025-03-14T04:05:33.4466880Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:05:33.4469290Z Running nn/test_dropout 1/1 ... [2025-03-14 04:05:33.446775]
2025-03-14T04:05:33.4470280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:05:33.4476130Z Running test_metal 1/1 ... [2025-03-14 04:05:33.447343]
2025-03-14T04:05:33.4476690Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:05:33.4478420Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'inductor/test_mps_basic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:05:33.447652]
2025-03-14T04:05:33.4481090Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'nn/test_dropout.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:05:33.447907]
2025-03-14T04:05:33.4487920Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_metal.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:05:33.448560]
2025-03-14T04:05:36.0448390Z 
2025-03-14T04:05:36.0450310Z test_metal 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_metal_1.1_bc22b201a1851b89_.log
2025-03-14T04:05:36.0467590Z Running 1 items in this shard: test/test_metal.py::TestMetalRewritePass::test_conv
2025-03-14T04:05:36.0468000Z 
2025-03-14T04:05:36.8370920Z 
2025-03-14T04:05:36.8473290Z nn/test_dropout 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_dropout_1.1_724329199f65ab57_.log
2025-03-14T04:05:36.8582050Z Running 14 items in this shard: test/nn/test_dropout.py::TestDropoutNN::test_AlphaDropout, test/nn/test_dropout.py::TestDropoutNN::test_FeatureAlphaDropout, test/nn/test_dropout.py::TestDropoutNN::test_invalid_dropout_p, test/nn/test_dropout.py::TestDropoutNN::test_native_dropout_corner_case, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCPU::test_Dropout1d_cpu_float64, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCPU::test_Dropout2d_cpu, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCPU::test_Dropout3d_cpu, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCPU::test_Dropout_cpu, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCPU::test_empty_dropout_cpu, test/nn/test_dropout.py::TestDropoutNNDeviceTypeMPS::test_Dropout1d_mps_float32, test/nn/test_dropout.py::TestDropoutNNDeviceTypeMPS::test_Dropout2d_mps, test/nn/test_dropout.py::TestDropoutNNDeviceTypeMPS::test_Dropout3d_mps, test/nn/test_dropout.py::TestDropoutNNDeviceTypeMPS::test_Dropout_mps, test/nn/test_dropout.py::TestDropoutNNDeviceTypeMPS::test_empty_dropout_mps
2025-03-14T04:05:36.8675580Z 
2025-03-14T04:05:38.7364840Z Running test_modules 1/2 ... [2025-03-14 04:05:38.736281]
2025-03-14T04:05:38.7365240Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:05:38.7367850Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_modules.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:05:38.736609]
2025-03-14T04:05:39.1375580Z Running test_modules 2/2 ... [2025-03-14 04:05:39.137441]
2025-03-14T04:05:39.1476700Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:05:39.1578540Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_modules.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:05:39.137761]
2025-03-14T04:06:09.7764420Z 
2025-03-14T04:06:09.7765620Z inductor/test_mps_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mps_basic_1.1_3dfc8addc90f86ed_.log
2025-03-14T04:06:09.7808010Z Running 107 items in this shard: test/inductor/test_mps_basic.py::MPSBasicTests::test_acos, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_bfloat16, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_bool, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_complex64, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_const_int, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_float16, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_float32, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_inplace_permuted, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_int16, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_int32, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_int64, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_int8, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_uint8, test/inductor/test_mps_basic.py::MPSBasicTests::test_addmm, test/inductor/test_mps_basic.py::MPSBasicTests::test_any, test/inductor/test_mps_basic.py::MPSBasicTests::test_arange5, test/inductor/test_mps_basic.py::MPSBasicTests::test_argmax_argmin1, test/inductor/test_mps_basic.py::MPSBasicTests::test_argmax_argmin2, test/inductor/test_mps_basic.py::MPSBasicTests::test_argmax_min_int32, test/inductor/test_mps_basic.py::MPSBasicTests::test_atanh, test/inductor/test_mps_basic.py::MPSBasicTests::test_avg_pool2d5, test/inductor/test_mps_basic.py::MPSBasicTests::test_avg_pool2d8, test/inductor/test_mps_basic.py::MPSBasicTests::test_bernoulli1, test/inductor/test_mps_basic.py::MPSBasicTests::test_broadcast, test/inductor/test_mps_basic.py::MPSBasicTests::test_builtins_round, test/inductor/test_mps_basic.py::MPSBasicTests::test_builtins_round_float_ndigits_neg, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_bfloat16, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_bool, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_complex64, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_float16, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_float32, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_int16, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_int32, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_int64, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_int8, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_uint8, test/inductor/test_mps_basic.py::MPSBasicTests::test_cat_empty, test/inductor/test_mps_basic.py::MPSBasicTests::test_cat_unbacked_empty_1d, test/inductor/test_mps_basic.py::MPSBasicTests::test_consecutive_split_cumprod, test/inductor/test_mps_basic.py::MPSBasicTests::test_consecutive_split_cumsum, test/inductor/test_mps_basic.py::MPSBasicTests::test_constant_pad_float64, test/inductor/test_mps_basic.py::MPSBasicTests::test_cumsum_inf, test/inductor/test_mps_basic.py::MPSBasicTests::test_custom_op_2, test/inductor/test_mps_basic.py::MPSBasicTests::test_div1, test/inductor/test_mps_basic.py::MPSBasicTests::test_div3, test/inductor/test_mps_basic.py::MPSBasicTests::test_erfinv, test/inductor/test_mps_basic.py::MPSBasicTests::test_floor, test/inductor/test_mps_basic.py::MPSBasicTests::test_floordiv, test/inductor/test_mps_basic.py::MPSBasicTests::test_fmod, test/inductor/test_mps_basic.py::MPSBasicTests::test_fmod_zero_dim, test/inductor/test_mps_basic.py::MPSBasicTests::test_full_truncation, test/inductor/test_mps_basic.py::MPSBasicTests::test_index_dynamic_shapes, test/inductor/test_mps_basic.py::MPSBasicTests::test_inf, test/inductor/test_mps_basic.py::MPSBasicTests::test_inplace, test/inductor/test_mps_basic.py::MPSBasicTests::test_isinf, test/inductor/test_mps_basic.py::MPSBasicTests::test_isinf2, test/inductor/test_mps_basic.py::MPSBasicTests::test_layer_norm, test/inductor/test_mps_basic.py::MPSBasicTests::test_lgamma, test/inductor/test_mps_basic.py::MPSBasicTests::test_linear_float64, test/inductor/test_mps_basic.py::MPSBasicTests::test_log, test/inductor/test_mps_basic.py::MPSBasicTests::test_log_fp64, test/inductor/test_mps_basic.py::MPSBasicTests::test_low_memory_max_pool, test/inductor/test_mps_basic.py::MPSBasicTests::test_max_min, test/inductor/test_mps_basic.py::MPSBasicTests::test_max_pool2d2, test/inductor/test_mps_basic.py::MPSBasicTests::test_min_max_reduction, test/inductor/test_mps_basic.py::MPSBasicTests::test_min_max_reduction_nan, test/inductor/test_mps_basic.py::MPSBasicTests::test_multilayer_prime_size, test/inductor/test_mps_basic.py::MPSBasicTests::test_nan_to_num, test/inductor/test_mps_basic.py::MPSBasicTests::test_pointwise_digamma, test/inductor/test_mps_basic.py::MPSBasicTests::test_pointwise_entr, test/inductor/test_mps_basic.py::MPSBasicTests::test_pointwise_erf, test/inductor/test_mps_basic.py::MPSBasicTests::test_pointwise_i0, test/inductor/test_mps_basic.py::MPSBasicTests::test_pointwise_i1, test/inductor/test_mps_basic.py::MPSBasicTests::test_pointwise_polygamma, test/inductor/test_mps_basic.py::MPSBasicTests::test_pointwise_sinc, test/inductor/test_mps_basic.py::MPSBasicTests::test_pointwise_spherical_bessel_j0, test/inductor/test_mps_basic.py::MPSBasicTests::test_pointwise_xlog1py, test/inductor/test_mps_basic.py::MPSBasicTests::test_pointwise_zeta, test/inductor/test_mps_basic.py::MPSBasicTests::test_pow2, test/inductor/test_mps_basic.py::MPSBasicTests::test_prod, test/inductor/test_mps_basic.py::MPSBasicTests::test_randint_int64_mod, test/inductor/test_mps_basic.py::MPSBasicTests::test_randn_generator, test/inductor/test_mps_basic.py::MPSBasicTests::test_reflection_pad2d, test/inductor/test_mps_basic.py::MPSBasicTests::test_remainder, test/inductor/test_mps_basic.py::MPSBasicTests::test_remove_no_ops, test/inductor/test_mps_basic.py::MPSBasicTests::test_rsqrt, test/inductor/test_mps_basic.py::MPSBasicTests::test_scalar_cpu_tensor_arg, test/inductor/test_mps_basic.py::MPSBasicTests::test_scalar_output, test/inductor/test_mps_basic.py::MPSBasicTests::test_setitem_with_int_parameter, test/inductor/test_mps_basic.py::MPSBasicTests::test_sign, test/inductor/test_mps_basic.py::MPSBasicTests::test_signbit, test/inductor/test_mps_basic.py::MPSBasicTests::test_silu, test/inductor/test_mps_basic.py::MPSBasicTests::test_slice_scatter4, test/inductor/test_mps_basic.py::MPSBasicTests::test_sliced_input, test/inductor/test_mps_basic.py::MPSBasicTests::test_softmax, test/inductor/test_mps_basic.py::MPSBasicTests::test_sort, test/inductor/test_mps_basic.py::MPSBasicTests::test_split_cumsum, test/inductor/test_mps_basic.py::MPSBasicTests::test_sum_int, test/inductor/test_mps_basic.py::MPSBasicTests::test_sum_keepdims, test/inductor/test_mps_basic.py::MPSBasicTests::test_tanh, test/inductor/test_mps_basic.py::MPSBasicTests::test_view_as_complex, test/inductor/test_mps_basic.py::MPSBasicTests::test_view_on_aliased, test/inductor/test_mps_basic.py::MPSBasicTests::test_views3, test/inductor/test_mps_basic.py::MPSBasicTests::test_views6, test/inductor/test_mps_basic.py::MPSBasicTests::test_views7, test/inductor/test_mps_basic.py::MPSBasicTests::test_where, test/inductor/test_mps_basic.py::MPSBasicTests::test_zero_dim_reductions
2025-03-14T04:06:09.7832490Z 
2025-03-14T04:06:12.1648360Z Running test_mps 1/7 ... [2025-03-14 04:06:12.164577]
2025-03-14T04:06:12.1649720Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:06:12.1651780Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_mps.py', '-m', 'not serial', '--shard-id=1', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:06:12.164909]
2025-03-14T04:08:19.2886010Z 
2025-03-14T04:08:19.2887020Z test_mps 1/7 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_1.7_2281cb9062414f68_.log
2025-03-14T04:08:19.3209590Z Running 984 items in this shard: test/test_mps.py::TestMemoryLeak::test_copy_cast_no_leak, test/test_mps.py::MPSReluTest::testNpRelu, test/test_mps.py::MatmulTest::test_batched_matrix_x_broadcasted_matrix, test/test_mps.py::TestMPS::testNumbersGPU, test/test_mps.py::TestMPS::test_adaptive_max_pool2d_simple, test/test_mps.py::TestMPS::test_arange, test/test_mps.py::TestMPS::test_bce_with_logits_broadcasts_pos_weights, test/test_mps.py::TestMPS::test_bce_with_logits_stability, test/test_mps.py::TestMPS::test_conv_high_channel_size, test/test_mps.py::TestMPS::test_cpu_to_strided_mps_copy, test/test_mps.py::TestMPS::test_diag, test/test_mps.py::TestMPS::test_eq, test/test_mps.py::TestMPS::test_eye, test/test_mps.py::TestMPS::test_flatten, test/test_mps.py::TestMPS::test_full_bugs, test/test_mps.py::TestMPS::test_gelu_simple, test/test_mps.py::TestMPS::test_glu, test/test_mps.py::TestMPS::test_index_64bit, test/test_mps.py::TestMPS::test_interpolate, test/test_mps.py::TestMPS::test_layer_norm_backward, test/test_mps.py::TestMPS::test_linalg_det, test/test_mps.py::TestMPS::test_linear1D, test/test_mps.py::TestMPS::test_linear2D, test/test_mps.py::TestMPS::test_linear2D_backward, test/test_mps.py::TestMPS::test_logsumexp, test/test_mps.py::TestMPS::test_mps_profiler_module, test/test_mps.py::TestMPS::test_repeat_interleave_simple, test/test_mps.py::TestMPS::test_scalar_from_slice_binary, test/test_mps.py::TestMPS::test_storage_offset_greater_than_src_nbytes, test/test_mps.py::TestMPS::test_stride_of_strides, test/test_mps.py::TestMPS::test_threshold, test/test_mps.py::TestMPS::test_trace, test/test_mps.py::TestMPS::test_triu, test/test_mps.py::TestMPS::test_types_binary_op, test/test_mps.py::TestMPS::test_unfold, test/test_mps.py::TestMPS::test_where, test/test_mps.py::TestLogical::test_min_max_bool, test/test_mps.py::TestLogical::test_min_max_int8, test/test_mps.py::TestLogical::test_shifts_int16, 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test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_margin_ranking_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_unpool1d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_unpool1d_grad_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_unpool2d_grad_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_unpool2d_grad_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_unpool3d_grad_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_multilabel_margin_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_multilabel_soft_margin_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_nll_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_pad_replicate_negative_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_pad_replicate_negative_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_pixel_shuffle_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_pixel_shuffle_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_poisson_nll_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_rms_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_rms_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_silu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_smooth_l1_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_softmin_with_dtype_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_softplus_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_softshrink_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_softsign_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_triplet_margin_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_upsample_nearest_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nonzero_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_normal_number_mean_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_ones_like_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_permute_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_positive_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_ravel_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_reciprocal_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_remainder_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_renorm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_renorm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_repeat_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_repeat_interleave_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_reshape_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_resize_as__cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_rsqrt_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_reduce_amax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_select_scatter_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_signal_windows_exponential_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_signal_windows_hamming_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_slice_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_sparse_mm_reduce_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_airy_ai_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_bessel_j1_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_log_ndtr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_modified_bessel_k0_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_xlog1py_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_split_list_args_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_square_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_stack_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_std_unbiased_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_sub_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_t_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_tan_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_tensor_split_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_to_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_to_sparse_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_topk_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_torch_ops_aten__safe_softmax_default_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_transpose_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_trapz_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_tril_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unbind_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unflatten_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unfold_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_var_mean_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_var_unbiased_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_view_as_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_view_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_view_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_vsplit_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_zero__cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_zeros_like_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_H_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match___getitem___cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match___getitem___cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match___getitem___cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match___radd___cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match___radd___cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match___radd___cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match___rand___cpu_bool, 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test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_put_accumulate_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match__upsample_bilinear2d_aa_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_abs_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_addmv_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_argmax_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_argmax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_partial_views_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_scatter_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_scatter_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_atan2_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_atanh_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_3d_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_baddbmm_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_baddbmm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_bincount_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_and_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_left_shift_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_left_shift_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_not_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_xor_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_bmm_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_bmm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_bmm_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bucketize_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_bucketize_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bucketize_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cdist_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_chalf_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_chalf_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cholesky_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_max_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_combinations_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_combinations_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_combinations_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_combinations_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_copysign_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_corrcoef_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cumsum_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_diagflat_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_div_floor_rounding_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_div_no_rounding_mode_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_div_no_rounding_mode_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_div_trunc_rounding_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_div_trunc_rounding_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_div_trunc_rounding_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_div_trunc_rounding_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_complex64, 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test/test_mps.py::TestConsistencyCPU::test_output_match_erf_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_exponential_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftn_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfftn_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_float16, 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test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_matrix_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_matrix_rank_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_multi_dot_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_norm_subgradients_at_zero_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vander_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vander_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vander_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_log10_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_log1p_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_log1p_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_log2_cpu_int16, 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test/test_mps.py::TestConsistencyCPU::test_output_match_logical_xor_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_logit_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_tensor_overload_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_logsumexp_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_long_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_lt_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_lu_solve_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_mT_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_mT_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_mT_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmax_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumprod_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumsum_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_log_softmax_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logsumexp_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logsumexp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logsumexp_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_mean_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_norm_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_prod_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_prod_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_softmax_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_var_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_var_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_var_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_max_pool2d_with_indices_backward_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_no_dim_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_with_dim_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_with_dim_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_maximum_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_maximum_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_list_of_tensors_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_list_of_tensors_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_list_of_tensors_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_list_of_tensors_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_variadic_tensors_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_variadic_tensors_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_with_dim_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_mode_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_movedim_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_msort_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_msort_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_msort_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_msort_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_msort_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_mul_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_mul_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_mv_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_1_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_1_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_3_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_5_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmedian_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmedian_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nansum_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_nansum_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_native_dropout_backward_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_ne_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_new_empty_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_new_empty_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_new_full_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_new_zeros_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_new_zeros_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nextafter_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_avg_pool3d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_max_pool1d_cpu_bfloat16, 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test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv_transpose3d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv_transpose3d_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_cosine_embedding_loss_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_cosine_embedding_loss_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_cross_entropy_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_embedding_bag_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_feature_alpha_dropout_with_train_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_feature_alpha_dropout_with_train_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_feature_alpha_dropout_without_train_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_feature_alpha_dropout_without_train_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_gaussian_nll_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_grid_sample_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_group_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_hardshrink_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_hardshrink_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_area_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_bicubic_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_trilinear_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_l1_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_linear_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_margin_ranking_loss_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_pool1d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_pool2d_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_unpool2d_grad_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_unpool3d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_unpool3d_grad_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_multi_margin_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_normalize_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_circular_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_circular_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_constant_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_reflect_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_replicate_negative_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pairwise_distance_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pairwise_distance_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pairwise_distance_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pixel_shuffle_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pixel_shuffle_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pixel_shuffle_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pixel_unshuffle_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_poisson_nll_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_poisson_nll_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_poisson_nll_loss_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_relu_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_selu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_silu_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_smooth_l1_loss_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_smooth_l1_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_soft_margin_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softmin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softplus_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softshrink_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softsign_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_tanhshrink_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_threshold_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_loss_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_with_distance_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_with_distance_loss_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_upsample_nearest_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_upsample_nearest_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_static_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_static_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_inf_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_nuc_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_normal_cpu_bfloat16, 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test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_mean_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_mean_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_prod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_prod_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_searchsorted_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_select_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_select_scatter_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_select_scatter_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sgn_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sgn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_sigmoid_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_sign_cpu_int32, 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test/test_mps.py::TestConsistencyCPU::test_output_match_sort_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sort_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j0_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_t_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_u_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_v_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_w_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_w_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_entr_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_entr_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_entr_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_hermite_polynomial_h_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_hermite_polynomial_h_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_hermite_polynomial_h_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_hermite_polynomial_he_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i0e_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i0e_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_laguerre_polynomial_l_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_laguerre_polynomial_l_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_log_ndtr_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_i0_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k0_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtri_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_polygamma_special_polygamma_n_0_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_polygamma_special_polygamma_n_0_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_polygamma_special_polygamma_n_0_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k1_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_t_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_t_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_v_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_v_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_xlog1py_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_xlog1py_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_xlog1py_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_zeta_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sqrt_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_stack_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_std_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_std_mean_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_std_mean_unbiased_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_t_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_tan_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_tan_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_tan_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_tanh_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_tensordot_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_tensordot_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tensordot_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_tile_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_to_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_to_sparse_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_topk_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_trapezoid_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_trapezoid_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_consecutive_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unravel_index_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_chunk_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_copy_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_copy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_var_mean_unbiased_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_var_unbiased_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_vdot_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_view_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_vsplit_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_vstack_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_vstack_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_where_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_zero__cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_zero__cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_zero__cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_cpu_int64, test/test_mps.py::TestErrorInputsMPS::test_error_inputs___rand___mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_bitwise_and_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_clamp_max_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_diag_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_diff_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_empty_permuted_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_rfft_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fmod_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_geometric_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_gradient_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_hypot_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_kthvalue_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_linspace_tensor_overload_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_median_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_multinomial_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_adaptive_avg_pool3d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_adaptive_max_pool1d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_avg_pool3d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_huber_loss_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_margin_ranking_loss_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_triplet_margin_with_distance_loss_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_rot90_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_bartlett_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_kaiser_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_sub_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_t_copy_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_trace_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_tril_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_triu_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_unbind_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_uniform_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_where_mps, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_clone_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_diag_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_item_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_jiterator_4inputs_with_extra_args_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_nn_functional_gelu_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_nn_functional_layer_norm_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_signal_windows_bartlett_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_signal_windows_kaiser_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_tensor_split_mps_float32, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_int32, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_1_n_48_q_group_32_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_1_n_64_q_group_128_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_32_n_64_q_group_256_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_32_n_64_q_group_64_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_48_q_group_128_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_48_q_group_256_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_48_q_group_32_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_48_q_group_64_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_64_q_group_128_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_1_k_32_n_64_mps, test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_1_k_64_n_32_mps, test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_1_k_64_n_64_mps, test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_32_k_64_n_32_mps, test/test_mps.py::TestLinalgMPSMPS::test_addmm_mps, test/test_mps.py::TestLinalgMPSMPS::test_addr_mps
2025-03-14T04:08:19.3488170Z 
2025-03-14T04:08:23.7205980Z Running test_mps 2/7 ... [2025-03-14 04:08:23.720384]
2025-03-14T04:08:23.7206360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:08:23.7209610Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_mps.py', '-m', 'not serial', '--shard-id=2', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:08:23.720764]
2025-03-14T04:08:26.8184670Z 
2025-03-14T04:08:26.8185600Z test_modules 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_1.2_cb040693d7ff1b55_.log
2025-03-14T04:08:26.9194590Z Running 3394 items in this shard: test/test_modules.py::TestModuleCPU::test_check_inplace_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_forward_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BatchNorm1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GRU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GRU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_RNN_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_RNN_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_TransformerEncoder_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_repr_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_repr_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_repr_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_save_load_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_save_load_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveAvgPool1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveAvgPool1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveAvgPool2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveAvgPool3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveAvgPool3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveMaxPool2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveMaxPool3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveMaxPool3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AvgPool1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AvgPool2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AvgPool3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BCELoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BCEWithLogitsLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm1d_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm1d_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm1d_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm1d_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm2d_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm3d_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm3d_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Bilinear_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Bilinear_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CELU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CELU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CTCLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CircularPad1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CircularPad2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CircularPad2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CircularPad3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CircularPad3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConstantPad1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConstantPad2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Conv2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Conv2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Conv3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Conv3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConvTranspose1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConvTranspose1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConvTranspose2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConvTranspose2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConvTranspose3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConvTranspose3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CosineEmbeddingLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CrossEntropyLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Embedding_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_FractionalMaxPool2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_FractionalMaxPool2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_FractionalMaxPool3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GELU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GLU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GRUCell_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GRUCell_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GRU_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Hardswish_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Hardtanh_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_HuberLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_HuberLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm1d_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm2d_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm2d_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm2d_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm3d_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm3d_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_KLDivLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_L1Loss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LPPool2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LPPool3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LPPool3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LSTMCell_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LSTM_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LSTM_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LayerNorm_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LeakyReLU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LeakyReLU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Linear_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Linear_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LocalResponseNorm_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LocalResponseNorm_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LogSigmoid_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MSELoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MaxPool1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MaxPool2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MaxPool2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MaxPool3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Mish_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Mish_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiMarginLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiMarginLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiheadAttention_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_NLLLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_NLLLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_PReLU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RNNCell_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RNN_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RNN_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RNN_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReLU6_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReflectionPad1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReflectionPad3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReflectionPad3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReplicationPad1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReplicationPad2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReplicationPad3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SELU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Sigmoid_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SmoothL1Loss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SoftMarginLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SoftMarginLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softmax2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softmax2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softmax_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softmin_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softplus_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softplus_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softshrink_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softsign_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Tanh_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Tanhshrink_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Threshold_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerDecoderLayer_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoderLayer_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoderLayer_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoder_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoder_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoder_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Transformer_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Transformer_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ZeroPad1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ZeroPad1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ZeroPad2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ZeroPad2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCELoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCELoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Bilinear_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CELU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CELU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CELU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CTCLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CTCLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CosineEmbeddingLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CrossEntropyLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CrossEntropyLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ELU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ELU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Embedding_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Embedding_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Embedding_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GELU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GLU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GLU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GLU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRUCell_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRUCell_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GaussianNLLLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GaussianNLLLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GaussianNLLLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GroupNorm_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GroupNorm_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardshrink_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardshrink_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardshrink_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardswish_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardtanh_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardtanh_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardtanh_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HingeEmbeddingLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HuberLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_KLDivLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_L1Loss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTMCell_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LayerNorm_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LayerNorm_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LeakyReLU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LeakyReLU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Linear_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LocalResponseNorm_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LocalResponseNorm_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LocalResponseNorm_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSigmoid_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSigmoid_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSigmoid_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSigmoid_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSoftmax_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSoftmax_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MSELoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MSELoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MSELoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MSELoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MarginRankingLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MarginRankingLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MarginRankingLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Mish_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Mish_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelMarginLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelMarginLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelSoftMarginLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiMarginLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiMarginLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_NLLLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_NLLLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PReLU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PReLU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PoissonNLLLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PoissonNLLLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PoissonNLLLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RMSNorm_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RMSNorm_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNNCell_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNNCell_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNNCell_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU6_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SELU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SiLU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SiLU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Sigmoid_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Sigmoid_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SmoothL1Loss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SmoothL1Loss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SmoothL1Loss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmin_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softplus_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softshrink_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softshrink_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softshrink_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softsign_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softsign_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanhshrink_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Threshold_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Threshold_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerDecoderLayer_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Transformer_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Transformer_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Transformer_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BatchNorm2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BatchNorm2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BatchNorm3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LSTM_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiheadAttention_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_TransformerEncoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveAvgPool1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveAvgPool1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveAvgPool2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveMaxPool2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveMaxPool3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AvgPool1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AvgPool1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AvgPool2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AvgPool2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BCELoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BCELoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm1d_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm1d_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm2d_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm2d_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm3d_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm3d_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Bilinear_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CELU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CTCLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CircularPad2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConstantPad1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConstantPad3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Conv1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Conv3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConvTranspose1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConvTranspose1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConvTranspose2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConvTranspose3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CosineEmbeddingLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CosineEmbeddingLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CrossEntropyLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CrossEntropyLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ELU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Embedding_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_FractionalMaxPool2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_FractionalMaxPool3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GLU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GRU_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GaussianNLLLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GroupNorm_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Hardshrink_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Hardswish_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Hardtanh_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_HingeEmbeddingLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm1d_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm1d_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm2d_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm2d_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm3d_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm3d_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_KLDivLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LPPool1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LPPool2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LPPool2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LPPool3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LSTMCell_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LSTMCell_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LSTM_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LocalResponseNorm_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LogSigmoid_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LogSoftmax_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LogSoftmax_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MSELoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MarginRankingLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MaxPool2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MaxPool3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Mish_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiLabelMarginLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiMarginLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiheadAttention_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiheadAttention_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_NLLLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_NLLLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_PReLU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_PoissonNLLLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_PoissonNLLLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RMSNorm_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RNNCell_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RNN_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RNN_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReLU6_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReLU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReflectionPad2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReflectionPad3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReplicationPad1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReplicationPad2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReplicationPad3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReplicationPad3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SELU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SiLU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SmoothL1Loss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SmoothL1Loss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softmax2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softmax_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softmax_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softmin_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softplus_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Tanh_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Tanhshrink_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Threshold_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Threshold_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerDecoderLayer_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoderLayer_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoderLayer_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoderLayer_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoderLayer_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoder_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoder_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Transformer_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Transformer_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ZeroPad2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCELoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCEWithLogitsLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCEWithLogitsLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Bilinear_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CELU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CELU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CTCLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CosineEmbeddingLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CosineEmbeddingLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CosineEmbeddingLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ELU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ELU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Embedding_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Embedding_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GELU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GELU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GLU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GLU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRUCell_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GaussianNLLLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GaussianNLLLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GaussianNLLLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GroupNorm_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GroupNorm_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardshrink_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardswish_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardswish_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardtanh_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardtanh_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardtanh_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HingeEmbeddingLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HingeEmbeddingLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HuberLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HuberLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HuberLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_L1Loss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_L1Loss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTMCell_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTMCell_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTMCell_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LayerNorm_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LeakyReLU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LeakyReLU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Linear_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Linear_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Linear_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LocalResponseNorm_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LocalResponseNorm_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSigmoid_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSoftmax_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MarginRankingLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MarginRankingLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MarginRankingLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Mish_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelMarginLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelMarginLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelSoftMarginLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiMarginLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiMarginLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_NLLLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PReLU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PReLU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PoissonNLLLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PoissonNLLLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PoissonNLLLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RMSNorm_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RMSNorm_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNNCell_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNNCell_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNNCell_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU6_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU6_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SELU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SELU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SiLU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SiLU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Sigmoid_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Sigmoid_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SmoothL1Loss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SmoothL1Loss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SoftMarginLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SoftMarginLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmin_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softplus_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softplus_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softplus_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softplus_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softshrink_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softshrink_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softshrink_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softsign_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softsign_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanh_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanhshrink_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanhshrink_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Threshold_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerDecoderLayer_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Transformer_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Transformer_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad3d_swap_False_set_grad_True_mps_float32
2025-03-14T04:08:27.0167670Z 
2025-03-14T04:08:29.1640190Z Running test_mps 3/7 ... [2025-03-14 04:08:29.163874]
2025-03-14T04:08:29.1640560Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:08:29.1643820Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_mps.py', '-m', 'not serial', '--shard-id=3', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:08:29.164233]
2025-03-14T04:10:20.9980390Z 
2025-03-14T04:10:20.9983710Z test_modules 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_2.2_57016e1ad2efb46c_.log
2025-03-14T04:10:21.1199580Z Running 3447 items in this shard: test/test_modules.py::TestModuleCPU::test_check_inplace_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_check_inplace_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_cpu_gpu_parity_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_device_ctx_init_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_errors_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_errors_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_factory_kwargs_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose2d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_forward_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_forward_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_RNNCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_forward_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_forward_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_grad_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_grad_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_gradgrad_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BatchNorm1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BatchNorm2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BatchNorm2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BatchNorm3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_BatchNorm3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CircularPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_InstanceNorm1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_InstanceNorm2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_InstanceNorm2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_InstanceNorm3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_InstanceNorm3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LSTM_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LSTM_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiheadAttention_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_MultiheadAttention_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Sigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Tanhshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_TransformerEncoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_TransformerEncoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_TransformerEncoder_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_if_train_and_eval_modes_differ_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_CosineEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Embedding_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GRU_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_memory_format_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MarginRankingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_RNN_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_memory_format_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Hardtanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LocalResponseNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_LogSoftmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiLabelSoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_PoissonNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RNN_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SiLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SiLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softplus_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_multiple_device_transfer_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AdaptiveMaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BCELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BatchNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BatchNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BatchNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BatchNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Bilinear_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CircularPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CircularPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Conv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Conv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CosineEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CrossEntropyLoss_cpu_float16, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_CrossEntropyLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GaussianNLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Hardswish_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Hardtanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_HuberLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_InstanceNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LPPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LSTMCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LazyConv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LazyConvTranspose2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_LogSoftmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MaxPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_PoissonNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReflectionPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_SoftMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softmax_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoderLayer_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoderLayer_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_Transformer_cpu_float32, test/test_modules.py::TestModuleCPU::test_non_contiguous_tensors_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveAvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveMaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AdaptiveMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BCELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BCEWithLogitsLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm3d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Bilinear_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CTCLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_CTCLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConstantPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConstantPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConstantPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Conv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Conv2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose1d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose1d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose3d_cpu_complex128, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_CrossEntropyLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Embedding_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GRU_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GRU_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_GaussianNLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_repr_nn_GroupNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Hardswish_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_HingeEmbeddingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm2d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm3d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_L1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LPPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LPPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LSTM_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LSTM_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConv2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LazyConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Linear_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MSELoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MarginRankingLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MaxPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiLabelSoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_NLLLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_PReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_RMSNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_RNN_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_RNN_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReLU6_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReflectionPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReflectionPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_SmoothL1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Softmax2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Softmax_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Softmin_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Softplus_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Softshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Softsign_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerDecoderLayer_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoderLayer_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoder_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_TransformerEncoder_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_Transformer_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ZeroPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_repr_nn_ZeroPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_repr_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveAvgPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveAvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveAvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveAvgPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveAvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveMaxPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AdaptiveMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AvgPool1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_AvgPool2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AvgPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_AvgPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BCEWithLogitsLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm1d_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_BatchNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_CircularPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_CircularPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_CircularPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConstantPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConstantPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Conv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Conv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose1d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose2d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose2d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose3d_cpu_complex32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose3d_cpu_complex64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ConvTranspose3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ELU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_FractionalMaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_FractionalMaxPool3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_FractionalMaxPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GELU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GRUCell_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_GRUCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GRU_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_GroupNorm_cpu_bfloat16, test/test_modules.py::TestModuleCPU::test_save_load_nn_GroupNorm_cpu_float16, test/test_modules.py::TestModuleCPU::test_save_load_nn_GroupNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Hardshrink_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Hardshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_HingeEmbeddingLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_HuberLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm1d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm1d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm1d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm2d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm2d_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm2d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm3d_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_InstanceNorm3d_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_KLDivLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_KLDivLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_L1Loss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LPPool1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LPPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LPPool3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LSTMCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LSTM_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LSTM_train_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LayerNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LayerNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConv1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConv1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConv3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConv3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConvTranspose1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConvTranspose1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConvTranspose2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LazyConvTranspose3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LeakyReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LeakyReLU_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Linear_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LocalResponseNorm_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_LogSigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_LogSigmoid_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MSELoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MaxPool2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Mish_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Mish_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiLabelMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiLabelMarginLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiheadAttention_eval_mode_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiheadAttention_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_MultiheadAttention_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_NLLLoss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_PReLU_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_RMSNorm_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_RNNCell_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReLU6_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReflectionPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReflectionPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReflectionPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReplicationPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReplicationPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReplicationPad2d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReplicationPad2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReplicationPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ReplicationPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Sigmoid_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_SmoothL1Loss_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_SoftMarginLoss_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softmax2d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softmin_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Softsign_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Tanh_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Tanh_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Tanhshrink_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_Threshold_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_Threshold_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerDecoderLayer_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoderLayer_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoder_eval_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_TransformerEncoder_train_mode_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ZeroPad1d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ZeroPad1d_cpu_float64, test/test_modules.py::TestModuleCPU::test_save_load_nn_ZeroPad3d_cpu_float32, test/test_modules.py::TestModuleCPU::test_save_load_nn_ZeroPad3d_cpu_float64, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveAvgPool2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveMaxPool1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveMaxPool1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AdaptiveMaxPool2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AvgPool1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AvgPool2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_AvgPool3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BCELoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BCEWithLogitsLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm2d_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm2d_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm2d_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm3d_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_BatchNorm3d_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CTCLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CircularPad1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConstantPad1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConstantPad2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConstantPad3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ConstantPad3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Conv1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Conv1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CosineEmbeddingLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_CrossEntropyLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ELU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ELU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Embedding_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_FractionalMaxPool3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GELU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GLU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GRU_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GRU_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GRU_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GaussianNLLLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GaussianNLLLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GroupNorm_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_GroupNorm_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Hardshrink_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Hardshrink_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Hardswish_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Hardtanh_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_HingeEmbeddingLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_HingeEmbeddingLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm1d_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm1d_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm1d_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm2d_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm3d_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_InstanceNorm3d_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_KLDivLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_L1Loss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LPPool1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LPPool1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LPPool2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LSTMCell_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LSTM_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LSTM_train_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LayerNorm_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LogSigmoid_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LogSoftmax_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_LogSoftmax_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MSELoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MarginRankingLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MarginRankingLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MaxPool1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MaxPool3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiLabelMarginLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiLabelMarginLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiheadAttention_eval_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiheadAttention_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_MultiheadAttention_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_PReLU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_PoissonNLLLoss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_PoissonNLLLoss_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RMSNorm_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RMSNorm_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RNNCell_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_RNN_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReLU6_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReLU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReLU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReflectionPad1d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReflectionPad2d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReflectionPad2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReplicationPad1d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReplicationPad2d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ReplicationPad3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SELU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SiLU_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SiLU_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Sigmoid_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_SmoothL1Loss_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softmax_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softmin_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softshrink_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Softsign_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Tanh_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Tanhshrink_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_Threshold_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerDecoderLayer_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoderLayer_eval_mode_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoderLayer_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_TransformerEncoder_train_mode_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ZeroPad3d_swap_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_empty_nn_ZeroPad3d_swap_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveAvgPool3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AdaptiveMaxPool3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_AvgPool3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCELoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCELoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCEWithLogitsLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCEWithLogitsLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCEWithLogitsLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BCEWithLogitsLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm1d_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm2d_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_BatchNorm3d_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Bilinear_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Bilinear_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Bilinear_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CELU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CTCLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CTCLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CircularPad3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConstantPad2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Conv3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ConvTranspose3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CosineEmbeddingLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CosineEmbeddingLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CosineEmbeddingLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CrossEntropyLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_CrossEntropyLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ELU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ELU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Embedding_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_FractionalMaxPool2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GELU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GELU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GELU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GLU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRUCell_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRUCell_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GRU_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GaussianNLLLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GroupNorm_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_GroupNorm_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardshrink_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardswish_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardswish_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardswish_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Hardtanh_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HingeEmbeddingLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HingeEmbeddingLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HingeEmbeddingLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HuberLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HuberLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_HuberLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm1d_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm2d_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_InstanceNorm3d_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_KLDivLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_KLDivLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_KLDivLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_L1Loss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_L1Loss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_L1Loss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LPPool3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTMCell_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTMCell_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTMCell_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LSTM_train_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LayerNorm_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LayerNorm_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LeakyReLU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LeakyReLU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Linear_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Linear_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Linear_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LocalResponseNorm_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSoftmax_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_LogSoftmax_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MarginRankingLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool2d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MaxPool3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Mish_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Mish_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelMarginLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelMarginLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelSoftMarginLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelSoftMarginLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiLabelSoftMarginLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiMarginLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiMarginLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_MultiheadAttention_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_NLLLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_NLLLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PReLU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PReLU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_PoissonNLLLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RMSNorm_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RMSNorm_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNNCell_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_eval_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_eval_mode_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_RNN_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU6_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU6_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU6_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReLU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReflectionPad3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad1d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad1d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad3d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ReplicationPad3d_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SELU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SELU_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SELU_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SiLU_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SiLU_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Sigmoid_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Sigmoid_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SmoothL1Loss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SoftMarginLoss_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SoftMarginLoss_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SoftMarginLoss_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_SoftMarginLoss_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax2d_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmax_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmin_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmin_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softmin_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softplus_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softplus_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softplus_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softshrink_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softsign_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Softsign_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanh_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanh_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanh_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanh_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanhshrink_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanhshrink_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Tanhshrink_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Threshold_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Threshold_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerDecoderLayer_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerDecoderLayer_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerDecoderLayer_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoderLayer_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_eval_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_eval_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_train_mode_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_train_mode_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_TransformerEncoder_train_mode_swap_True_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_Transformer_swap_False_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad1d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad1d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad2d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad2d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad3d_swap_False_set_grad_True_cpu_float32, test/test_modules.py::TestModuleCPU::test_to_nn_ZeroPad3d_swap_True_set_grad_False_cpu_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_check_inplace_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_MultiheadAttention_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_cpu_gpu_parity_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReplicationPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_device_ctx_init_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_errors_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_errors_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_factory_kwargs_nn_ZeroPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveMaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BCEWithLogitsLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CTCLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_forward_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_forward_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BatchNorm1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BatchNorm1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_BatchNorm3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GRU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GRU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_InstanceNorm2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_InstanceNorm2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_InstanceNorm3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_InstanceNorm3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LSTM_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_MultiheadAttention_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_RNN_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_RNN_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_TransformerEncoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_TransformerEncoder_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_TransformerEncoder_mps_float32, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_if_train_and_eval_modes_differ_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConstantPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Hardshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LPPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Linear_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LogSigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MaxPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_PoissonNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReLU6_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_memory_format_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_memory_format_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_AvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_BatchNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Conv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GLU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LazyConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MSELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_RNN_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReflectionPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softmax2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_Transformer_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_multiple_device_transfer_nn_ZeroPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AdaptiveMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_BatchNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Conv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CrossEntropyLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ELU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Embedding_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_FractionalMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GRU_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Hardtanh_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_HuberLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm3d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_InstanceNorm3d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LPPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LayerNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LayerNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConv2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Linear_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_LogSigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MarginRankingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_PReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReflectionPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReflectionPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SiLU_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Softsign_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Tanh_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoder_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_Transformer_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ZeroPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_non_contiguous_tensors_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveAvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveAvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveAvgPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveMaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_AvgPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm2d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Bilinear_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CircularPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ConstantPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ConstantPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Conv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Conv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Conv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ConvTranspose2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CosineEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_FractionalMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GRU_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GRU_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_GroupNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Hardswish_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm1d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_InstanceNorm3d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_KLDivLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_L1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LSTM_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConv3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConvTranspose1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_LogSoftmax_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MarginRankingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiLabelSoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_NLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_NLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_PoissonNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_RMSNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_RNN_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_RNN_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReLU6_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ReflectionPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReplicationPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ReplicationPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Sigmoid_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_SmoothL1Loss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_SoftMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Softplus_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_Softshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Softsign_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Tanhshrink_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Threshold_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_Threshold_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerDecoderLayer_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoderLayer_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoder_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoder_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_TransformerEncoder_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_repr_nn_ZeroPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_repr_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveAvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveAvgPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveAvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveMaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AdaptiveMaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AvgPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_AvgPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_AvgPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BCELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BCELoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BCEWithLogitsLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm2d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_BatchNorm3d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Bilinear_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_CELU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CELU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_CTCLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_CircularPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CircularPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_CircularPad2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CircularPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_CircularPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConstantPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConstantPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConstantPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Conv1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ConvTranspose3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_CosineEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_CrossEntropyLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ELU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Embedding_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_FractionalMaxPool2d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_FractionalMaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GELU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GELU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GLU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GRUCell_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GRUCell_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GRU_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GaussianNLLLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_GaussianNLLLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_GroupNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Hardshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Hardswish_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Hardtanh_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_HingeEmbeddingLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_HingeEmbeddingLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_HuberLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm1d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm1d_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm1d_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm2d_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_InstanceNorm2d_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_KLDivLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_L1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LPPool1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LPPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LPPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LPPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LSTMCell_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LSTMCell_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LSTM_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LSTM_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LSTM_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConv1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConv2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConv3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConvTranspose1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConvTranspose2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LazyConvTranspose3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LeakyReLU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LeakyReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LocalResponseNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_LocalResponseNorm_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_LogSoftmax_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MSELoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MaxPool1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MaxPool2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MaxPool3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MaxPool3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Mish_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Mish_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiLabelMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiLabelMarginLoss_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiLabelSoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiheadAttention_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiheadAttention_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_MultiheadAttention_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_PReLU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_RMSNorm_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_RNNCell_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_RNNCell_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_RNN_eval_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReflectionPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReflectionPad3d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReplicationPad1d_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReplicationPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ReplicationPad3d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_SELU_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_SELU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_SiLU_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Sigmoid_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_SmoothL1Loss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_SoftMarginLoss_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softmax2d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softmax_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softmax_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softmin_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softmin_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softplus_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Softshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_Tanh_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_Tanhshrink_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerDecoderLayer_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoderLayer_eval_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoderLayer_train_mode_mps_float16, test/test_modules.py::TestModuleMPS::test_save_load_nn_TransformerEncoderLayer_train_mode_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ZeroPad1d_mps_float32, test/test_modules.py::TestModuleMPS::test_save_load_nn_ZeroPad2d_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveAvgPool2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveAvgPool3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveAvgPool3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveMaxPool1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveMaxPool1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveMaxPool2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AdaptiveMaxPool3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AvgPool3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_AvgPool3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BCEWithLogitsLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BCEWithLogitsLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm1d_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm1d_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm2d_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm2d_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm3d_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_BatchNorm3d_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Bilinear_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CELU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CTCLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CircularPad1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CircularPad1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CircularPad2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CircularPad3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_CircularPad3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConstantPad1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConstantPad2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConstantPad2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConstantPad3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Conv1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Conv2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Conv2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Conv3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConvTranspose2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ConvTranspose3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ELU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Embedding_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_FractionalMaxPool2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_FractionalMaxPool3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GELU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GELU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GLU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GRUCell_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GRUCell_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GRU_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GRU_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GRU_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GaussianNLLLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_GroupNorm_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Hardshrink_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Hardswish_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Hardtanh_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_HingeEmbeddingLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_HuberLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_HuberLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm1d_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm1d_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm2d_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm2d_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm3d_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_InstanceNorm3d_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_KLDivLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_L1Loss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_L1Loss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LPPool1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LPPool3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LSTM_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LSTM_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LSTM_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LayerNorm_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LayerNorm_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LeakyReLU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LeakyReLU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Linear_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Linear_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LocalResponseNorm_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_LogSigmoid_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MSELoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MarginRankingLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MaxPool1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MaxPool1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MaxPool2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MaxPool3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Mish_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiLabelMarginLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiLabelSoftMarginLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiMarginLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiheadAttention_eval_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_MultiheadAttention_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_PReLU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RMSNorm_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RNNCell_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RNN_train_mode_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_RNN_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReLU6_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReLU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReflectionPad1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReflectionPad1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReflectionPad2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReflectionPad3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReplicationPad1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ReplicationPad2d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SELU_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SiLU_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Sigmoid_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Sigmoid_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SoftMarginLoss_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_SoftMarginLoss_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softmax2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softmin_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softplus_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softshrink_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softshrink_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softsign_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Softsign_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Tanh_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_Tanhshrink_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerDecoderLayer_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoder_eval_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_TransformerEncoder_train_mode_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ZeroPad1d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ZeroPad1d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ZeroPad2d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ZeroPad3d_swap_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_empty_nn_ZeroPad3d_swap_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveAvgPool3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AdaptiveMaxPool3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_AvgPool3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCELoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCELoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCELoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCEWithLogitsLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BCEWithLogitsLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm1d_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm2d_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_BatchNorm3d_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Bilinear_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Bilinear_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Bilinear_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CELU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CELU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CTCLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CTCLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CTCLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CircularPad3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConstantPad2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Conv3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ConvTranspose3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CosineEmbeddingLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CrossEntropyLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CrossEntropyLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CrossEntropyLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_CrossEntropyLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ELU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ELU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Embedding_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Embedding_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool2d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_FractionalMaxPool3d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GELU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GELU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GLU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GLU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRUCell_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRUCell_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRUCell_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GRU_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GaussianNLLLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GroupNorm_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_GroupNorm_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardshrink_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardshrink_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardshrink_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardswish_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardswish_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Hardtanh_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HingeEmbeddingLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HingeEmbeddingLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_HuberLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm1d_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm2d_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_InstanceNorm3d_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_KLDivLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_KLDivLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_KLDivLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_KLDivLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_L1Loss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_L1Loss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LPPool3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTMCell_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LSTM_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LayerNorm_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LayerNorm_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LayerNorm_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LeakyReLU_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LeakyReLU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Linear_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LocalResponseNorm_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LocalResponseNorm_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSigmoid_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSigmoid_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSigmoid_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSoftmax_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSoftmax_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_LogSoftmax_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MSELoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MSELoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MSELoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MSELoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MarginRankingLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MaxPool3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Mish_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Mish_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Mish_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelMarginLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelMarginLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelSoftMarginLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelSoftMarginLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiLabelSoftMarginLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiMarginLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiMarginLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_eval_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_MultiheadAttention_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_NLLLoss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_NLLLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_NLLLoss_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PReLU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PReLU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_PoissonNLLLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RMSNorm_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RMSNorm_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNNCell_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_eval_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_RNN_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU6_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU6_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReLU_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReflectionPad3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad1d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad1d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad3d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad3d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ReplicationPad3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SELU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SELU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SiLU_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SiLU_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Sigmoid_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Sigmoid_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SmoothL1Loss_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SmoothL1Loss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SoftMarginLoss_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_SoftMarginLoss_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax2d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax2d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmax_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmin_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmin_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softmin_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softshrink_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softsign_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Softsign_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanh_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanh_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanh_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanhshrink_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Tanhshrink_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Threshold_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Threshold_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Threshold_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerDecoderLayer_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerDecoderLayer_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerDecoderLayer_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_eval_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoderLayer_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_train_mode_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_train_mode_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_train_mode_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_TransformerEncoder_train_mode_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Transformer_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_Transformer_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad1d_swap_False_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad1d_swap_True_set_grad_True_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad2d_swap_False_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad3d_swap_True_set_grad_False_mps_float32, test/test_modules.py::TestModuleMPS::test_to_nn_ZeroPad3d_swap_True_set_grad_True_mps_float32
2025-03-14T04:10:21.2315770Z 
2025-03-14T04:10:27.0563550Z Running test_mps 4/7 ... [2025-03-14 04:10:27.056054]
2025-03-14T04:10:27.0564590Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:10:27.0567130Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_mps.py', '-m', 'not serial', '--shard-id=4', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:10:27.056491]
2025-03-14T04:13:00.0408700Z 
2025-03-14T04:13:00.0482370Z test_mps 3/7 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_3.7_e3f4e9f40a319496_.log
2025-03-14T04:13:00.2955690Z Running 1024 items in this shard: test/test_mps.py::TestPixelShuffle::test_pixel_shuffle_unshuffle, test/test_mps.py::MPSReluTest::testNumbersCPU, test/test_mps.py::MatmulTest::test_batched_matrix_x_batched_matrix, test/test_mps.py::MatmulTest::test_vector_x_vector, test/test_mps.py::MPSLeakyReluTest::testNumbersCPU, test/test_mps.py::TestMPS::test_addbmm, test/test_mps.py::TestMPS::test_addcdiv_transpose, test/test_mps.py::TestMPS::test_avg_pool2d_count_include_pad, test/test_mps.py::TestMPS::test_bce_with_logits_gives_same_result_as_sigmoid_and_bce_loss_large_tensors_with_grad, test/test_mps.py::TestMPS::test_bce_with_logits_has_correct_grad_at_zero, test/test_mps.py::TestMPS::test_bmm, test/test_mps.py::TestMPS::test_cdist_same_inputs, test/test_mps.py::TestMPS::test_conv2d_unit, test/test_mps.py::TestMPS::test_cumprod_dim_check, test/test_mps.py::TestMPS::test_cumsum_bool, test/test_mps.py::TestMPS::test_eq_int64, test/test_mps.py::TestMPS::test_fill, test/test_mps.py::TestMPS::test_gather_scalar, test/test_mps.py::TestMPS::test_ge, test/test_mps.py::TestMPS::test_int_expand, test/test_mps.py::TestMPS::test_is_nonzero, test/test_mps.py::TestMPS::test_isnan, test/test_mps.py::TestMPS::test_layer_norm, test/test_mps.py::TestMPS::test_linalg_cholesky, test/test_mps.py::TestMPS::test_linalg_cholesky_info, test/test_mps.py::TestMPS::test_linalg_vector_norm, test/test_mps.py::TestMPS::test_linear2D_no_bias, test/test_mps.py::TestMPS::test_linear2D_no_bias_backward, test/test_mps.py::TestMPS::test_linear_bias, test/test_mps.py::TestMPS::test_lt, test/test_mps.py::TestMPS::test_mean, test/test_mps.py::TestMPS::test_ne_scalar, test/test_mps.py::TestMPS::test_neg_strided_input, test/test_mps.py::TestMPS::test_repeat, test/test_mps.py::TestMPS::test_scatter_add_scalar, test/test_mps.py::TestMPS::test_select, test/test_mps.py::TestMPS::test_silu, test/test_mps.py::TestMPS::test_sqrt, test/test_mps.py::TestMPS::test_std, test/test_mps.py::TestMPS::test_unary_ops, test/test_mps.py::TestMPS::test_view_slice, test/test_mps.py::TestMPS::test_xor_non_contigous, test/test_mps.py::TestLogical::test_min_max_float16, test/test_mps.py::TestLogical::test_min_max_int16, test/test_mps.py::TestLogical::test_min_max_uint8, test/test_mps.py::TestSmoothL1Loss::test_smooth_l1_loss_reduction_none_requires_grad_False, test/test_mps.py::TestNLLLoss::test_nll_loss_1d, test/test_mps.py::TestNLLLoss::test_nll_loss_backward, test/test_mps.py::TestNLLLoss::test_nll_loss_invalid_weights, test/test_mps.py::TestNNMPS::test_conv_backcompat, test/test_mps.py::TestNNMPS::test_no_grad, test/test_mps.py::TestPad::test_constant_pad_nd_preserves_memory_format, test/test_mps.py::TestSDPA::test_sdpa_3d_input_float32, test/test_mps.py::TestSDPA::test_sdpa_no_mask_causal_fp16_L7_S17_NH23_HS121, test/test_mps.py::TestSDPA::test_sdpa_no_mask_no_causal_fp32_grad, test/test_mps.py::TestGatherScatter::test_inplace_scatter, test/test_mps.py::TestViewOpsMPS::test_as_strided_view, test/test_mps.py::TestViewOpsMPS::test_basic_indexing_ellipses_view, test/test_mps.py::TestViewOpsMPS::test_big_transpose, test/test_mps.py::TestViewOpsMPS::test_diagonal_view, test/test_mps.py::TestViewOpsMPS::test_resize_mps_dtypes, test/test_mps.py::TestViewOpsMPS::test_select_view, test/test_mps.py::TestViewOpsMPS::test_view, test/test_mps.py::TestViewOpsMPS::test_view_copy_out, test/test_mps.py::TestConvolutionMPS::test_conv3d_single_stride, test/test_mps.py::TestAdvancedIndexing::test_byte_mask2d, test/test_mps.py::TestAdvancedIndexing::test_cpu_indices, test/test_mps.py::TestAdvancedIndexing::test_empty_index, test/test_mps.py::TestAdvancedIndexing::test_empty_reduce, test/test_mps.py::TestAdvancedIndexing::test_getitem_scalars, test/test_mps.py::TestAdvancedIndexing::test_index_getitem_copy_bools_slices, test/test_mps.py::TestAdvancedIndexing::test_index_put_accumulate_expanded_values, test/test_mps.py::TestAdvancedIndexing::test_index_put_accumulate_non_contiguous, test/test_mps.py::TestAdvancedIndexing::test_index_put_accumulate_with_optional_tensors, test/test_mps.py::TestAdvancedIndexing::test_indexing_get, test/test_mps.py::TestAdvancedIndexing::test_masked_select, test/test_mps.py::TestAdvancedIndexing::test_single_int, test/test_mps.py::TestAdvancedIndexing::test_step_assignment, test/test_mps.py::TestRNNMPS::test_LSTM_cell_forward_hidden_size, test/test_mps.py::TestNoRegression::test_double_error, test/test_mps.py::TestComplex::test_tensor_scalar_binops, test/test_mps.py::TestMetalLibrary::test_metal_arange_with_arg, test/test_mps.py::TestMetalLibrary::test_metal_arange_with_arg_and_cast, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_H_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_T_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match___rdiv___cpu_float16, 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test/test_mps.py::TestConsistencyCPU::test_output_grad_match_asin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_asinh_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_atleast_2d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_broadcast_tensors_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_cfloat_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_char_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_constant_pad_nd_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_contiguous_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_count_nonzero_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_cummax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_cumprod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_diag_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_diagonal_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_digamma_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_div_floor_rounding_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_div_no_rounding_mode_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_dsplit_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_einsum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_eq_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_eye_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_fft_hfftn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_fft_ihfftn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_fft_irfftn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_fft_rfft2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_fft_rfftn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_flatten_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_fliplr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_flipud_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_fmod_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_geometric_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_grid_sampler_2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_half_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_hypot_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_igammac_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_index_add_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_index_select_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_jiterator_binary_return_by_ref_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_jiterator_unary_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_kron_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_cross_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_diagonal_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_inv_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_lstsq_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_lu_factor_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_lu_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_matrix_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_norm_subgradients_at_zero_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_pinv_hermitian_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_pinv_singular_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_qr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_solve_triangular_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_svd_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_tensorsolve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_vector_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_log_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_log_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_log_softmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_logaddexp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_logdet_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_logical_and_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_logical_or_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_logical_xor_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_logspace_tensor_overload_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_lt_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_lu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_lu_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_amax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_argmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_cumsum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_var_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_matrix_exp_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_max_pool2d_with_indices_backward_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_min_binary_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_min_reduction_with_dim_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_minimum_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_mode_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_movedim_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_multinomial_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nan_to_num_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_native_batch_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_native_batch_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_neg_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_new_empty_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_new_ones_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_new_zeros_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_avg_pool2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_bilinear_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_bilinear_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_channel_shuffle_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_conv1d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_conv2d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_conv2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_conv_transpose3d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_conv_transpose3d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_dropout2d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_elu_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_feature_alpha_dropout_without_train_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_gelu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_glu_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_hardswish_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_huber_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_interpolate_area_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_interpolate_bilinear_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_layer_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_local_response_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_unpool3d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_mish_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_nll_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_pdist_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_softmin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_tanhshrink_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_unfold_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_upsample_bilinear_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nonzero_static_cpu_float32, 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test/test_mps.py::TestConsistencyCPU::test_output_grad_match_sum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_sum_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_sum_to_size_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_t_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_take_along_dim_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_take_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_tile_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_tril_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unbind_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unbind_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_uniform_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unique_consecutive_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unique_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unsafe_chunk_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unsqueeze_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_var_mean_unbiased_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_vdot_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_view_as_complex_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_vstack_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_xlogy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_zeros_like_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_H_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match___radd___cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match___radd___cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match___rand___cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match___rand___cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match___rdiv___cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match___rpow___cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match___rsub___cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match__segment_reduce_offsets_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match__softmax_backward_data_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_abs_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_abs_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_abs_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_abs_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_addcmul_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_addcmul_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_addmv_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_arange_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_arange_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_scatter_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_scatter_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_scatter_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_asin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_atan2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_atan2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_atanh_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bincount_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bincount_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_and_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_not_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_not_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_right_shift_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bmm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_bucketize_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bucketize_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cauchy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cholesky_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_max_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_combinations_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_combinations_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_copysign_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_copysign_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_copysign_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cumsum_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cumsum_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cumulative_trapezoid_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_div_floor_rounding_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_div_trunc_rounding_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_strided_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_strided_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_equal_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_equal_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_equal_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_erf_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_erf_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_erfc_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_exponential_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfftn_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_divide_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_divide_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fmin_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_fmin_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fmod_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_frexp_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_gather_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_gcd_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_gcd_cpu_uint8, 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test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pairwise_distance_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pixel_shuffle_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pixel_unshuffle_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_poisson_nll_loss_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_poisson_nll_loss_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_prelu_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_relu6_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_relu6_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_rms_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_rrelu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_selu_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_soft_margin_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softmin_with_dtype_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softplus_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softshrink_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softsign_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softsign_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_threshold_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_loss_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_with_distance_loss_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_unfold_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_upsample_bilinear_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_upsample_nearest_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_fro_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_fro_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_inf_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_normal_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_normal_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_normal_number_mean_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_normal_number_mean_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_like_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_like_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_like_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_like_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_outer_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_permute_copy_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_permute_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_1_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_3_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_3_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_positive_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_pow_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_rad2deg_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_rad2deg_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_rand_like_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_like_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_randn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_real_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_real_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_real_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_real_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_real_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_reciprocal_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_reciprocal_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_remainder_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_remainder_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_remainder_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_interleave_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_as_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_as_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_resize__cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_resize__cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_resize__cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_resize_as__cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_resize_as__cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_resize_as__cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_resolve_conj_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_resolve_conj_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_resolve_neg_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_resolve_neg_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_resolve_neg_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_roll_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_roll_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_roll_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_rot90_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_round_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_round_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_round_decimals_0_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_rsqrt_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_rsqrt_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_rsqrt_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_scalar_tensor_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_scalar_tensor_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_add_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_mean_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_mean_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_prod_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_sum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_sum_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_select_scatter_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_sgn_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_sign_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_sign_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_signal_windows_bartlett_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_signbit_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_signbit_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_sin_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_sin_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_sin_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sinc_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_sinc_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sinh_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sinh_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_slice_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_slice_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_softmax_with_dtype_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_sort_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sparse_mm_reduce_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_sparse_sampled_addmm_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_airy_ai_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_airy_ai_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j1_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j1_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y0_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y1_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y1_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_t_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_u_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_v_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_v_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_entr_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_erfcx_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_erfcx_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_hermite_polynomial_h_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i0e_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1e_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_laguerre_polynomial_l_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_legendre_polynomial_p_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_legendre_polynomial_p_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_legendre_polynomial_p_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_log_ndtr_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_i0_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k0_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k0_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k1_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k1_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_polygamma_special_polygamma_n_0_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k0_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k1_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k1_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_u_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_v_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_w_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_w_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_xlog1py_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_zeta_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sqrt_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_copy_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_std_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_std_unbiased_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_stft_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_sub_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_sub_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_to_size_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_to_size_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_to_size_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_svd_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_take_along_dim_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_take_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_take_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_tan_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_tan_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_tanh_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_tanh_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_tensor_split_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tensor_split_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_tensor_split_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_tensordot_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_tile_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tile_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_to_sparse_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_to_sparse_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_to_sparse_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_topk_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_torch_ops_aten__safe_softmax_default_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_trace_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_trace_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_trapz_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_trunc_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_copy_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_uniform_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_uniform_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_unravel_index_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_chunk_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_chunk_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_chunk_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_var_mean_unbiased_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_var_unbiased_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_vdot_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_view_copy_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_view_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_view_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_view_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_view_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_vsplit_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_vstack_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_vstack_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_where_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_xlogy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_like_cpu_uint8, test/test_mps.py::TestErrorInputsMPS::test_error_inputs___rmul___mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs___ror___mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_atan2_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_bernoulli_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_bitwise_left_shift_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_bitwise_xor_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_bucketize_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_diag_embed_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_div_no_rounding_mode_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_ifftn_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_ihfft_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_rfft2_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fliplr_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fmax_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fmin_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_gt_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_heaviside_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_linspace_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_logical_xor_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_masked_fill_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_movedim_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_narrow_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_native_layer_norm_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_adaptive_max_pool2d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_conv2d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_conv3d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_embedding_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_gelu_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_l1_loss_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_reshape_as_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_reshape_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_shifted_chebyshev_polynomial_u_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_xlog1py_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_zeta_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_take_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_view_mps, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_meshgrid_variadic_tensors_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_nn_functional_conv_transpose1d_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_nn_functional_group_norm_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_repeat_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_searchsorted_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_signal_windows_general_hamming_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_signal_windows_hamming_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_squeeze_multiple_mps_float32, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_float32, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_1_n_48_q_group_128_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_1_n_48_q_group_256_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_1_n_48_q_group_64_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_64_q_group_256_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_64_q_group_32_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_64_k_64_n_32_mps
2025-03-14T04:13:00.3385120Z 
2025-03-14T04:13:08.5661010Z Running test_mps 5/7 ... [2025-03-14 04:13:08.565021]
2025-03-14T04:13:08.5661470Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2025-03-14T04:13:08.5664250Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3', '-bb', 'test_mps.py', '-m', 'not serial', '--shard-id=5', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-03-14 04:13:08.565457]
2025-03-14T04:13:59.6271510Z 
2025-03-14T04:13:59.6299350Z PRINTING LOG FILE of test_mps 2/7 (test/test-reports/test_mps_2.7_d1d43bfcc9b3ce1b_.log)
2025-03-14T04:13:59.6300250Z Test results will be stored in test-reports/python-pytest/test_mps/test_mps-fd58812b7440d348.xml
2025-03-14T04:13:59.6300830Z ============================= test session starts ==============================
2025-03-14T04:13:59.6316180Z platform darwin -- Python 3.9.12, pytest-7.3.2, pluggy-1.5.0 -- /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3
2025-03-14T04:13:59.6316940Z cachedir: .pytest_cache
2025-03-14T04:13:59.6317600Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow]
2025-03-14T04:13:59.6318420Z rootdir: /Users/ec2-user/runner/_work/pytorch/pytorch
2025-03-14T04:13:59.6318800Z configfile: pytest.ini
2025-03-14T04:13:59.6319610Z plugins: xdoctest-1.1.0, cpp-2.3.0, rerunfailures-10.3, flakefinder-1.1.0, hypothesis-6.56.4, xdist-3.3.1, subtests-0.13.1, typeguard-4.3.0
2025-03-14T04:13:59.6320320Z collecting ... collected 6911 items
2025-03-14T04:13:59.6320750Z stepcurrent: Cannot find last run test, not skipping
2025-03-14T04:13:59.6740950Z Running 966 items in this shard: test/test_mps.py::TestAutocastMPS::test_matmul_autocast, test/test_mps.py::TestAvgPool::test_avg_pool2d_ceil_mode, test/test_mps.py::TestMPS::test_abs, test/test_mps.py::TestMPS::test_amax, test/test_mps.py::TestMPS::test_angle, test/test_mps.py::TestMPS::test_baddbmm, test/test_mps.py::TestMPS::test_bce_loss_broadcasts_weights, test/test_mps.py::TestMPS::test_bce_loss_simple, test/test_mps.py::TestMPS::test_bce_with_logits_ones_in_pos_weights_are_the_same_as_none, test/test_mps.py::TestMPS::test_bincount, test/test_mps.py::TestMPS::test_buffer_size_match, test/test_mps.py::TestMPS::test_cat1, test/test_mps.py::TestMPS::test_clamp_nan, test/test_mps.py::TestMPS::test_contiguous_slice_2d, test/test_mps.py::TestMPS::test_copy_non_contiguous, test/test_mps.py::TestMPS::test_count_nonzero, test/test_mps.py::TestMPS::test_device_synchronize, test/test_mps.py::TestMPS::test_div_bugs, test/test_mps.py::TestMPS::test_elu_strided_output, test/test_mps.py::TestMPS::test_embedding_dense_backward, test/test_mps.py::TestMPS::test_empty_neg, test/test_mps.py::TestMPS::test_exp1, test/test_mps.py::TestMPS::test_from_numpy_non_contiguous, test/test_mps.py::TestMPS::test_gelu_tanh, test/test_mps.py::TestMPS::test_ifft, test/test_mps.py::TestMPS::test_inverse, test/test_mps.py::TestMPS::test_large_bmm_float16, test/test_mps.py::TestMPS::test_linalg_cross, test/test_mps.py::TestMPS::test_linalg_lu_factor_ex, test/test_mps.py::TestMPS::test_linear1D_backward, test/test_mps.py::TestMPS::test_linear3D, test/test_mps.py::TestMPS::test_max_pool2d, test/test_mps.py::TestMPS::test_mm_large, test/test_mps.py::TestMPS::test_mps_allocator_stats, test/test_mps.py::TestMPS::test_mse_loss_strided_output, test/test_mps.py::TestMPS::test_multinomial, test/test_mps.py::TestMPS::test_nansum, test/test_mps.py::TestMPS::test_range, test/test_mps.py::TestMPS::test_sign, test/test_mps.py::TestMPS::test_signbit, test/test_mps.py::TestMPS::test_slice_of_slice, test/test_mps.py::TestMPS::test_slice_view_api_float16, test/test_mps.py::TestMPS::test_sort, test/test_mps.py::TestMPS::test_sum, test/test_mps.py::TestMPS::test_sum_backward, test/test_mps.py::TestMPS::test_take_along_dim_float32, test/test_mps.py::TestMPS::test_unique_consecutive, test/test_mps.py::TestLogical::test_isin_asserts, test/test_mps.py::TestLogical::test_logical_or, test/test_mps.py::TestLogical::test_min_max_nan_propagation_bfloat16, test/test_mps.py::TestLogical::test_shifts_bool, test/test_mps.py::TestSmoothL1Loss::test_smooth_l1_loss_reduction_none_requires_grad_True, test/test_mps.py::TestSmoothL1Loss::test_smooth_l1_loss_reduction_sum_requires_grad_True, test/test_mps.py::TestNLLLoss::test_nll_loss_empty_tensor_reduction_sum, test/test_mps.py::TestNLLLoss::test_nll_loss_invalid_target_dim, test/test_mps.py::TestNLLLoss::test_nll_loss_mismatched_batch, test/test_mps.py::TestNNMPS::test_group_norm_backward, test/test_mps.py::TestNNMPS::test_invalid_conv2d, test/test_mps.py::TestNNMPS::test_print_non_contiguous, test/test_mps.py::TestPad::test_constant_pad_4d_warning, test/test_mps.py::TestSDPA::test_sdpa_mask_5d_float16, test/test_mps.py::TestSDPA::test_sdpa_mask_fp16, test/test_mps.py::TestSDPA::test_sdpa_no_mask_5d_float16, test/test_mps.py::TestViewOpsMPS::test_basic_indexing_slice_view, test/test_mps.py::TestViewOpsMPS::test_chunk, test/test_mps.py::TestViewOpsMPS::test_chunk_view, test/test_mps.py::TestViewOpsMPS::test_contiguous, test/test_mps.py::TestViewOpsMPS::test_contiguous_nonview, test/test_mps.py::TestViewOpsMPS::test_detached_view_copy, test/test_mps.py::TestViewOpsMPS::test_reshape_nonview, test/test_mps.py::TestViewOpsMPS::test_resize_overflow, test/test_mps.py::TestViewOpsMPS::test_t, test/test_mps.py::TestViewOpsMPS::test_view_empty, test/test_mps.py::TestConvolutionMPS::test_conv_transpose_1d_all_strides, test/test_mps.py::TestAdvancedIndexing::test_ellipsis_tensor, test/test_mps.py::TestAdvancedIndexing::test_index_put_accumulate_duplicate_indices, test/test_mps.py::TestAdvancedIndexing::test_index_src_datatype, test/test_mps.py::TestAdvancedIndexing::test_int_indices2d, test/test_mps.py::TestAdvancedIndexing::test_nonzero_no_warning, test/test_mps.py::TestAdvancedIndexing::test_setitem_scalars, test/test_mps.py::TestRNNMPS::test_LSTM_cell_forward_input_size, test/test_mps.py::TestRNNMPS::test_RNN_cell_no_broadcasting, test/test_mps.py::TestMetalLibrary::test_metal_arange, test/test_mps.py::TestMetalLibrary::test_metal_capture, test/test_mps.py::TestConsistencyCPU::test_output_grad_match__batch_norm_with_update_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match__chunk_cat_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match__softmax_backward_data_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_add_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_aminmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_argwhere_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_atan_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_atanh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_broadcast_to_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_bucketize_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_cauchy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_chalf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_cholesky_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_chunk_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_clamp_max_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_diagonal_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_diagonal_scatter_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_dist_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_div_floor_rounding_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_double_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_dstack_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_erf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_erfc_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_erfc_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_erfinv_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_expm1_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_eye_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_fft_fftn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_fill_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_flip_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_frexp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_full_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_ge_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_gradient_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_gradient_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_heaviside_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_hypot_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_index_fill_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_index_reduce_amax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_inner_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_isfinite_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_isin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_isinf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_isneginf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_jiterator_2inputs_2outputs_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_lerp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_eigvals_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_householder_product_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_ldl_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linspace_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_linspace_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_log1p_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_logaddexp2_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_logical_not_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_logit_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_logspace_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_argmin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_log_softmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_logsumexp_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_prod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_scatter_cpu_float32, 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test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nextafter_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_adaptive_avg_pool1d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_adaptive_max_pool1d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_adaptive_max_pool3d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_conv3d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_conv_transpose2d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_cosine_similarity_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_dropout3d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_embedding_bag_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_embedding_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_fractional_max_pool2d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_glu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_group_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_hardsigmoid_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_hardtanh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_interpolate_linear_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_kl_div_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_kl_div_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_local_response_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_margin_ranking_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_pool1d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_pool2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_unpool2d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_unpool3d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_mish_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_mse_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_normalize_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_pad_replicate_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_pixel_unshuffle_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_relu_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_scaled_dot_product_attention_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_scaled_dot_product_attention_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_selu_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_tanhshrink_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_threshold_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_triplet_margin_with_distance_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_unfold_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_upsample_bilinear_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_norm_inf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_normal_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_normal_in_place_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_ormqr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_permute_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_polygamma_polygamma_n_3_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_polygamma_polygamma_n_4_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_put_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_qr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_quantile_cpu_float32, 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test/test_mps.py::TestConsistencyCPU::test_output_grad_match_searchsorted_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_sgn_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_signal_windows_gaussian_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_signal_windows_hann_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_signal_windows_nuttall_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_sin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_sinh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_sort_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_bessel_j0_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_chebyshev_polynomial_t_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_chebyshev_polynomial_v_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_entr_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_ndtr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_shifted_chebyshev_polynomial_u_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_shifted_chebyshev_polynomial_w_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_xlog1py_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_zeta_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_split_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_split_with_sizes_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_std_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_t_copy_cpu_float16, 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test/test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_addcdiv_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_addcmul_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_addcmul_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_addmv_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_allclose_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_arange_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_argmax_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_partial_views_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_partial_views_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_partial_views_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_partial_views_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_partial_views_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_scatter_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_scatter_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_asin_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_asin_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_atan2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_atanh_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_3d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_3d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_3d_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bincount_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_and_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_and_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_left_shift_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_right_shift_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_xor_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bucketize_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cauchy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_int16, 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test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_corrcoef_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_int16, 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test/test_mps.py::TestConsistencyCPU::test_output_match_diagflat_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_diagflat_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_div_floor_rounding_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_div_no_rounding_mode_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_div_trunc_rounding_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_equal_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_equal_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_erf_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_erfc_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfftn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft2_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft2_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfftn_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_float_power_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_float_power_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_float_power_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_divide_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fmod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_frac_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_gcd_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_ge_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_gradient_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_gt_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_gt_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_half_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_half_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_histc_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_histogramdd_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_hsplit_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_hsplit_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_hstack_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_add_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_add_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_fill_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amax_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_mean_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_prod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_prod_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_prod_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_inner_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_isclose_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_isclose_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_isnan_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_isnan_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_isnan_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_isnan_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_isneginf_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_isreal_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_isreal_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_item_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_2inputs_2outputs_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_4inputs_with_extra_args_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_binary_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_binary_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_binary_return_by_ref_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_binary_return_by_ref_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_binary_return_by_ref_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_unary_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_kthvalue_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_ldexp_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_ldexp_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_cholesky_ex_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_diagonal_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_eig_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_lu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_lu_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_matrix_norm_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_matrix_power_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_norm_subgradients_at_zero_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_norm_subgradients_at_zero_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_pinv_hermitian_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_qr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_slogdet_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_tensorinv_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vander_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vector_norm_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_tensor_overload_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_log10_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_log10_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_log10_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_log2_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_log2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_log_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_log_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_log_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_logaddexp2_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_logcumsumexp_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_and_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_and_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_not_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_or_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_or_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_or_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_logit_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_logit_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_tensor_overload_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_logsumexp_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_logsumexp_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_long_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_lt_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_mT_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_mT_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_amax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_amax_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_amin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmax_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmin_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumsum_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumsum_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logaddexp_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_normalize_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_normalize_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_normalize_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_prod_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_select_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_select_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_select_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_var_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_var_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_matmul_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_matrix_exp_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_max_pool2d_with_indices_backward_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_maximum_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_maximum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_maximum_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_maximum_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_median_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_variadic_tensors_cpu_int32, 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test/test_mps.py::TestConsistencyCPU::test_output_match_mul_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_mul_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_mul_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_mul_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_1_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_5_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_5_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_5_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nan_to_num_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmedian_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmedian_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmedian_cpu_uint8, 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test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_bilinear_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_binary_cross_entropy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_binary_cross_entropy_with_logits_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_binary_cross_entropy_with_logits_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_celu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_channel_shuffle_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv2d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv3d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv_transpose1d_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_cosine_embedding_loss_cpu_float16, 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test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_4_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_positive_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_positive_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_positive_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_prod_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_prod_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_prod_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_randn_like_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_randn_like_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_ravel_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_ravel_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_reciprocal_cpu_int32, 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test/test_mps.py::TestConsistencyCPU::test_output_match_select_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_select_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_select_scatter_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sgn_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_sgn_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_sgn_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sign_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sinc_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_sinc_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sinc_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_sinh_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_sinh_cpu_int64, 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test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k0_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k0_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_t_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_t_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_t_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_u_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_u_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_spherical_bessel_j0_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_spherical_bessel_j0_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_xlog1py_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_split_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_split_list_args_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_split_list_args_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sqrt_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_stack_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_stack_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_stack_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_std_unbiased_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_sub_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_to_size_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_to_size_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_t_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_take_along_dim_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_take_along_dim_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_take_along_dim_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_take_along_dim_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_take_along_dim_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_take_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_take_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_tanh_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_tanh_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_tensordot_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_tile_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_tile_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_to_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_to_sparse_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_topk_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_trace_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_trapz_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_triangular_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_indices_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_trunc_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_uniform_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_consecutive_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_unravel_index_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_vdot_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_vdot_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_vdot_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_vdot_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_complex_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_view_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_vsplit_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_vsplit_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_vstack_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_vstack_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_where_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_where_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_xlogy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_zero__cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_like_cpu_complex64, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_T_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs___rdiv___mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs___rmod___mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs___rpow___mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs___rsub___mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_amax_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_cov_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_diagonal_copy_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_fft_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_fftn_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_irfft_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_irfftn_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_hsplit_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_igammac_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_logaddexp_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_logical_or_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_logspace_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_lt_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_adaptive_max_pool3d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_gaussian_nll_loss_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_hardtanh_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_rms_norm_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_renorm_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_rsub_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_general_cosine_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_chebyshev_polynomial_w_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_shifted_chebyshev_polynomial_v_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_shifted_chebyshev_polynomial_w_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_view_copy_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_xlogy_mps, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_linalg_cross_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_nn_functional_mse_loss_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_nn_functional_pairwise_distance_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_signal_windows_blackman_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_tile_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_transpose_mps_float32, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_bfloat16, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_bool, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_float64, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_1_n_48_q_group_256_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_1_n_48_q_group_32_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_32_n_48_q_group_32_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_32_n_64_q_group_256_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_64_q_group_128_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_64_q_group_32_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_64_q_group_64_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_64_k_64_n_64_mps
2025-03-14T04:13:59.7030860Z 
2025-03-14T04:13:59.7031150Z test_mps.py::TestAutocastMPS::test_matmul_autocast PASSED [0.2164s]      [  0%]
2025-03-14T04:13:59.7031730Z test_mps.py::TestAvgPool::test_avg_pool2d_ceil_mode PASSED [0.0257s]     [  0%]
2025-03-14T04:13:59.7032650Z test_mps.py::TestMPS::test_abs PASSED [0.0050s]                          [  0%]
2025-03-14T04:13:59.7033200Z test_mps.py::TestMPS::test_amax PASSED [0.1407s]                         [  0%]
2025-03-14T04:13:59.7033720Z test_mps.py::TestMPS::test_angle PASSED [0.0180s]                        [  0%]
2025-03-14T04:13:59.7034240Z test_mps.py::TestMPS::test_baddbmm PASSED [0.0263s]                      [  0%]
2025-03-14T04:13:59.7034760Z test_mps.py::TestMPS::test_bce_loss_broadcasts_weights PASSED [0.0298s]  [  0%]
2025-03-14T04:13:59.7035340Z test_mps.py::TestMPS::test_bce_loss_simple PASSED [0.1234s]              [  0%]
2025-03-14T04:13:59.7035980Z test_mps.py::TestMPS::test_bce_with_logits_ones_in_pos_weights_are_the_same_as_none PASSED [0.0319s] [  0%]
2025-03-14T04:13:59.7036610Z test_mps.py::TestMPS::test_bincount PASSED [0.1849s]                     [  1%]
2025-03-14T04:13:59.7037140Z test_mps.py::TestMPS::test_buffer_size_match PASSED [0.0150s]            [  1%]
2025-03-14T04:13:59.7037680Z test_mps.py::TestMPS::test_cat1 PASSED [0.0264s]                         [  1%]
2025-03-14T04:13:59.7038190Z test_mps.py::TestMPS::test_clamp_nan PASSED [0.0213s]                    [  1%]
2025-03-14T04:13:59.7038720Z test_mps.py::TestMPS::test_contiguous_slice_2d PASSED [2.2855s]          [  1%]
2025-03-14T04:13:59.7039240Z test_mps.py::TestMPS::test_copy_non_contiguous PASSED [0.0111s]          [  1%]
2025-03-14T04:13:59.7039760Z test_mps.py::TestMPS::test_count_nonzero PASSED [0.0870s]                [  1%]
2025-03-14T04:13:59.7040620Z test_mps.py::TestMPS::test_device_synchronize PASSED [0.0393s]           [  1%]
2025-03-14T04:13:59.7041180Z test_mps.py::TestMPS::test_div_bugs PASSED [0.0878s]                     [  1%]
2025-03-14T04:13:59.7041690Z test_mps.py::TestMPS::test_elu_strided_output PASSED [0.0182s]           [  1%]
2025-03-14T04:13:59.7042210Z test_mps.py::TestMPS::test_embedding_dense_backward PASSED [0.1673s]     [  2%]
2025-03-14T04:13:59.7042720Z test_mps.py::TestMPS::test_empty_neg PASSED [0.0011s]                    [  2%]
2025-03-14T04:13:59.7043220Z test_mps.py::TestMPS::test_exp1 PASSED [0.0030s]                         [  2%]
2025-03-14T04:13:59.7043730Z test_mps.py::TestMPS::test_from_numpy_non_contiguous PASSED [0.0017s]    [  2%]
2025-03-14T04:13:59.7044240Z test_mps.py::TestMPS::test_gelu_tanh PASSED [0.0119s]                    [  2%]
2025-03-14T04:13:59.7044740Z test_mps.py::TestMPS::test_ifft PASSED [0.0191s]                         [  2%]
2025-03-14T04:13:59.7045300Z test_mps.py::TestMPS::test_inverse PASSED [0.0589s]                      [  2%]
2025-03-14T04:13:59.7045850Z test_mps.py::TestMPS::test_large_bmm_float16 XFAIL [233.2176s]           [  2%]
2025-03-14T04:13:59.7046370Z test_mps.py::TestMPS::test_linalg_cross PASSED [2.5080s]                 [  2%]
2025-03-14T04:13:59.7046880Z test_mps.py::TestMPS::test_linalg_lu_factor_ex PASSED [1.6040s]          [  3%]
2025-03-14T04:13:59.7047390Z test_mps.py::TestMPS::test_linear1D_backward PASSED [0.6392s]            [  3%]
2025-03-14T04:13:59.7047920Z test_mps.py::TestMPS::test_linear3D PASSED [0.0229s]                     [  3%]
2025-03-14T04:13:59.7048430Z test_mps.py::TestMPS::test_max_pool2d PASSED [0.7441s]                   [  3%]
2025-03-14T04:13:59.7048930Z test_mps.py::TestMPS::test_mm_large PASSED [2.9229s]                     [  3%]
2025-03-14T04:13:59.7061200Z test_mps.py::TestMPS::test_mps_allocator_stats PASSED [0.0024s]          [  3%]
2025-03-14T04:13:59.7061850Z test_mps.py::TestMPS::test_mse_loss_strided_output PASSED [0.0989s]      [  3%]
2025-03-14T04:13:59.7062940Z test_mps.py::TestMPS::test_multinomial SKIPPED [0.0002s] (This does not test anything) [  3%]
2025-03-14T04:13:59.7063540Z test_mps.py::TestMPS::test_nansum PASSED [0.3005s]                       [  3%]
2025-03-14T04:13:59.7064070Z test_mps.py::TestMPS::test_range PASSED [0.0380s]                        [  3%]
2025-03-14T04:13:59.7064600Z test_mps.py::TestMPS::test_sign PASSED [0.0203s]                         [  4%]
2025-03-14T04:13:59.7065120Z test_mps.py::TestMPS::test_signbit PASSED [0.0654s]                      [  4%]
2025-03-14T04:13:59.7065640Z test_mps.py::TestMPS::test_slice_of_slice PASSED [0.0212s]               [  4%]
2025-03-14T04:13:59.7066680Z test_mps.py::TestMPS::test_slice_view_api_float16 PASSED [0.1600s]       [  4%]
2025-03-14T04:13:59.7067210Z test_mps.py::TestMPS::test_sort PASSED [0.1853s]                         [  4%]
2025-03-14T04:13:59.7067730Z test_mps.py::TestMPS::test_sum PASSED [0.4143s]                          [  4%]
2025-03-14T04:13:59.7068270Z test_mps.py::TestMPS::test_sum_backward PASSED [0.0219s]                 [  4%]
2025-03-14T04:13:59.7068790Z test_mps.py::TestMPS::test_take_along_dim_float32 PASSED [0.0345s]       [  4%]
2025-03-14T04:13:59.7069320Z test_mps.py::TestMPS::test_unique_consecutive PASSED [0.2570s]           [  4%]
2025-03-14T04:13:59.7069840Z test_mps.py::TestLogical::test_isin_asserts PASSED [0.0275s]             [  4%]
2025-03-14T04:13:59.7070350Z test_mps.py::TestLogical::test_logical_or PASSED [0.0779s]               [  5%]
2025-03-14T04:13:59.7070910Z test_mps.py::TestLogical::test_min_max_nan_propagation_bfloat16 PASSED [0.0596s] [  5%]
2025-03-14T04:13:59.7071480Z test_mps.py::TestLogical::test_shifts_bool PASSED [0.0616s]              [  5%]
2025-03-14T04:13:59.7072130Z test_mps.py::TestSmoothL1Loss::test_smooth_l1_loss_reduction_none_requires_grad_True PASSED [0.0733s] [  5%]
2025-03-14T04:13:59.7072870Z test_mps.py::TestSmoothL1Loss::test_smooth_l1_loss_reduction_sum_requires_grad_True PASSED [0.0552s] [  5%]
2025-03-14T04:13:59.7073930Z test_mps.py::TestNLLLoss::test_nll_loss_empty_tensor_reduction_sum PASSED [0.2552s] [  5%]
2025-03-14T04:13:59.7074570Z test_mps.py::TestNLLLoss::test_nll_loss_invalid_target_dim PASSED [0.0067s] [  5%]
2025-03-14T04:13:59.7075130Z test_mps.py::TestNLLLoss::test_nll_loss_mismatched_batch PASSED [0.0098s] [  5%]
2025-03-14T04:13:59.7075680Z test_mps.py::TestNNMPS::test_group_norm_backward PASSED [0.5057s]        [  5%]
2025-03-14T04:13:59.7076210Z test_mps.py::TestNNMPS::test_invalid_conv2d PASSED [0.0232s]             [  6%]
2025-03-14T04:13:59.7076750Z test_mps.py::TestNNMPS::test_print_non_contiguous PASSED [0.0750s]       [  6%]
2025-03-14T04:13:59.7077270Z test_mps.py::TestPad::test_constant_pad_4d_warning PASSED [0.0029s]      [  6%]
2025-03-14T04:13:59.7077800Z test_mps.py::TestSDPA::test_sdpa_mask_5d_float16 PASSED [0.1382s]        [  6%]
2025-03-14T04:13:59.7078320Z test_mps.py::TestSDPA::test_sdpa_mask_fp16 PASSED [0.1502s]              [  6%]
2025-03-14T04:13:59.7078860Z test_mps.py::TestSDPA::test_sdpa_no_mask_5d_float16 PASSED [0.0245s]     [  6%]
2025-03-14T04:13:59.7079410Z test_mps.py::TestViewOpsMPS::test_basic_indexing_slice_view PASSED [0.0075s] [  6%]
2025-03-14T04:13:59.7079970Z test_mps.py::TestViewOpsMPS::test_chunk PASSED [0.0014s]                 [  6%]
2025-03-14T04:13:59.7080490Z test_mps.py::TestViewOpsMPS::test_chunk_view PASSED [0.0140s]            [  6%]
2025-03-14T04:13:59.7081020Z test_mps.py::TestViewOpsMPS::test_contiguous PASSED [0.0112s]            [  6%]
2025-03-14T04:13:59.7081550Z test_mps.py::TestViewOpsMPS::test_contiguous_nonview PASSED [0.0019s]    [  7%]
2025-03-14T04:13:59.7082090Z test_mps.py::TestViewOpsMPS::test_detached_view_copy PASSED [0.0012s]    [  7%]
2025-03-14T04:13:59.7082620Z test_mps.py::TestViewOpsMPS::test_reshape_nonview PASSED [0.0016s]       [  7%]
2025-03-14T04:13:59.7083550Z test_mps.py::TestViewOpsMPS::test_resize_overflow PASSED [0.0018s]       [  7%]
2025-03-14T04:13:59.7085220Z test_mps.py::TestViewOpsMPS::test_t PASSED [0.0107s]                     [  7%]
2025-03-14T04:13:59.7087380Z test_mps.py::TestViewOpsMPS::test_view_empty PASSED [0.0009s]            [  7%]
2025-03-14T04:13:59.7088970Z test_mps.py::TestConvolutionMPS::test_conv_transpose_1d_all_strides PASSED [0.0457s] [  7%]
2025-03-14T04:13:59.7090590Z test_mps.py::TestAdvancedIndexing::test_ellipsis_tensor PASSED [0.0153s] [  7%]
2025-03-14T04:13:59.7092330Z test_mps.py::TestAdvancedIndexing::test_index_put_accumulate_duplicate_indices PASSED [3.2992s] [  7%]
2025-03-14T04:13:59.7094080Z test_mps.py::TestAdvancedIndexing::test_index_src_datatype PASSED [0.0583s] [  7%]
2025-03-14T04:13:59.7095590Z test_mps.py::TestAdvancedIndexing::test_int_indices2d PASSED [0.0101s]   [  8%]
2025-03-14T04:13:59.7097110Z test_mps.py::TestAdvancedIndexing::test_nonzero_no_warning PASSED [0.0243s] [  8%]
2025-03-14T04:13:59.7098630Z test_mps.py::TestAdvancedIndexing::test_setitem_scalars PASSED [0.0412s] [  8%]
2025-03-14T04:13:59.7100130Z test_mps.py::TestRNNMPS::test_LSTM_cell_forward_input_size PASSED [0.0488s] [  8%]
2025-03-14T04:13:59.7101980Z test_mps.py::TestRNNMPS::test_RNN_cell_no_broadcasting PASSED [0.0666s]  [  8%]
2025-03-14T04:13:59.7103840Z test_mps.py::TestMetalLibrary::test_metal_arange PASSED [0.0256s]        [  8%]
2025-03-14T04:13:59.7105700Z test_mps.py::TestMetalLibrary::test_metal_capture SKIPPED [0.0001s] (Set MTL_CAPTURE_ENABLED and try again) [  8%]
2025-03-14T04:13:59.7107920Z test_mps.py::TestConsistencyCPU::test_output_grad_match__batch_norm_with_update_cpu_float32 PASSED [1.0752s] [  8%]
2025-03-14T04:13:59.7109940Z test_mps.py::TestConsistencyCPU::test_output_grad_match__chunk_cat_cpu_float32 XFAIL [0.0274s] [  8%]
2025-03-14T04:13:59.7112090Z test_mps.py::TestConsistencyCPU::test_output_grad_match__softmax_backward_data_cpu_float32 PASSED [0.0626s] [  9%]
2025-03-14T04:13:59.7114110Z test_mps.py::TestConsistencyCPU::test_output_grad_match_add_cpu_float16 PASSED [0.2015s] [  9%]
2025-03-14T04:13:59.7116060Z test_mps.py::TestConsistencyCPU::test_output_grad_match_aminmax_cpu_float32 XFAIL [0.0353s] [  9%]
2025-03-14T04:13:59.7117280Z test_mps.py::TestConsistencyCPU::test_output_grad_match_argwhere_cpu_float16 PASSED [0.1061s] [  9%]
2025-03-14T04:13:59.7117970Z test_mps.py::TestConsistencyCPU::test_output_grad_match_atan_cpu_float16 PASSED [0.0388s] [  9%]
2025-03-14T04:13:59.7118640Z test_mps.py::TestConsistencyCPU::test_output_grad_match_atanh_cpu_float32 XFAIL [0.0382s] [  9%]
2025-03-14T04:13:59.7119480Z test_mps.py::TestConsistencyCPU::test_output_grad_match_broadcast_to_cpu_float32 PASSED [0.0425s] [  9%]
2025-03-14T04:13:59.7120210Z test_mps.py::TestConsistencyCPU::test_output_grad_match_bucketize_cpu_float16 PASSED [0.0253s] [  9%]
2025-03-14T04:13:59.7120900Z test_mps.py::TestConsistencyCPU::test_output_grad_match_cauchy_cpu_float16 XFAIL [0.0226s] [  9%]
2025-03-14T04:13:59.7121930Z test_mps.py::TestConsistencyCPU::test_output_grad_match_chalf_cpu_float32 PASSED [0.0634s] [  9%]
2025-03-14T04:13:59.7122690Z test_mps.py::TestConsistencyCPU::test_output_grad_match_cholesky_solve_cpu_float32 XFAIL [0.0095s] [ 10%]
2025-03-14T04:13:59.7123400Z test_mps.py::TestConsistencyCPU::test_output_grad_match_chunk_cpu_float16 PASSED [0.0331s] [ 10%]
2025-03-14T04:13:59.7124170Z test_mps.py::TestConsistencyCPU::test_output_grad_match_clamp_max_cpu_float16 PASSED [0.2340s] [ 10%]
2025-03-14T04:13:59.7124880Z test_mps.py::TestConsistencyCPU::test_output_grad_match_diagonal_cpu_float16 PASSED [0.0266s] [ 10%]
2025-03-14T04:13:59.7125600Z test_mps.py::TestConsistencyCPU::test_output_grad_match_diagonal_scatter_cpu_float16 PASSED [0.0289s] [ 10%]
2025-03-14T04:13:59.7126300Z test_mps.py::TestConsistencyCPU::test_output_grad_match_dist_cpu_float32 PASSED [0.7150s] [ 10%]
2025-03-14T04:13:59.7127030Z test_mps.py::TestConsistencyCPU::test_output_grad_match_div_floor_rounding_cpu_float32 PASSED [0.1295s] [ 10%]
2025-03-14T04:13:59.7127730Z test_mps.py::TestConsistencyCPU::test_output_grad_match_double_cpu_float16 XFAIL [0.0067s] [ 10%]
2025-03-14T04:13:59.7128900Z test_mps.py::TestConsistencyCPU::test_output_grad_match_dstack_cpu_float32 PASSED [0.0231s] [ 10%]
2025-03-14T04:13:59.7129560Z test_mps.py::TestConsistencyCPU::test_output_grad_match_erf_cpu_float32 PASSED [0.0303s] [ 10%]
2025-03-14T04:13:59.7130200Z test_mps.py::TestConsistencyCPU::test_output_grad_match_erfc_cpu_float16 XFAIL [0.0052s] [ 11%]
2025-03-14T04:13:59.7130840Z test_mps.py::TestConsistencyCPU::test_output_grad_match_erfc_cpu_float32 XFAIL [0.0037s] [ 11%]
2025-03-14T04:13:59.7131490Z test_mps.py::TestConsistencyCPU::test_output_grad_match_erfinv_cpu_float32 PASSED [0.0062s] [ 11%]
2025-03-14T04:13:59.7132160Z test_mps.py::TestConsistencyCPU::test_output_grad_match_expm1_cpu_float32 PASSED [0.0237s] [ 11%]
2025-03-14T04:13:59.7132820Z test_mps.py::TestConsistencyCPU::test_output_grad_match_eye_cpu_float32 XFAIL [0.0043s] [ 11%]
2025-03-14T04:13:59.7133480Z test_mps.py::TestConsistencyCPU::test_output_grad_match_fft_fftn_cpu_float32 PASSED [0.3070s] [ 11%]
2025-03-14T04:13:59.7134150Z test_mps.py::TestConsistencyCPU::test_output_grad_match_fill_cpu_float16 PASSED [0.0278s] [ 11%]
2025-03-14T04:13:59.7134830Z test_mps.py::TestConsistencyCPU::test_output_grad_match_flip_cpu_float16 PASSED [0.0684s] [ 11%]
2025-03-14T04:13:59.7135480Z test_mps.py::TestConsistencyCPU::test_output_grad_match_frexp_cpu_float32 XFAIL [0.0065s] [ 11%]
2025-03-14T04:13:59.7136130Z test_mps.py::TestConsistencyCPU::test_output_grad_match_full_cpu_float32 PASSED [0.0360s] [ 12%]
2025-03-14T04:13:59.7136790Z test_mps.py::TestConsistencyCPU::test_output_grad_match_ge_cpu_float16 PASSED [0.1022s] [ 12%]
2025-03-14T04:13:59.7137620Z test_mps.py::TestConsistencyCPU::test_output_grad_match_gradient_cpu_float16 PASSED [0.8385s] [ 12%]
2025-03-14T04:13:59.7138340Z test_mps.py::TestConsistencyCPU::test_output_grad_match_gradient_cpu_float32 PASSED [0.7881s] [ 12%]
2025-03-14T04:13:59.7139080Z test_mps.py::TestConsistencyCPU::test_output_grad_match_heaviside_cpu_float16 XFAIL [0.0076s] [ 12%]
2025-03-14T04:13:59.7150300Z test_mps.py::TestConsistencyCPU::test_output_grad_match_hypot_cpu_float32 PASSED [0.1991s] [ 12%]
2025-03-14T04:13:59.7151560Z test_mps.py::TestConsistencyCPU::test_output_grad_match_index_fill_cpu_float32 XFAIL [0.0290s] [ 12%]
2025-03-14T04:13:59.7158570Z test_mps.py::TestConsistencyCPU::test_output_grad_match_index_reduce_amax_cpu_float16 XFAIL [0.0053s] [ 12%]
2025-03-14T04:13:59.7159450Z test_mps.py::TestConsistencyCPU::test_output_grad_match_inner_cpu_float16 PASSED [0.0658s] [ 12%]
2025-03-14T04:13:59.7160130Z test_mps.py::TestConsistencyCPU::test_output_grad_match_isfinite_cpu_float32 PASSED [0.0844s] [ 12%]
2025-03-14T04:13:59.7160790Z test_mps.py::TestConsistencyCPU::test_output_grad_match_isin_cpu_float32 PASSED [0.0402s] [ 13%]
2025-03-14T04:13:59.7161450Z test_mps.py::TestConsistencyCPU::test_output_grad_match_isinf_cpu_float32 PASSED [0.0275s] [ 13%]
2025-03-14T04:13:59.7162110Z test_mps.py::TestConsistencyCPU::test_output_grad_match_isneginf_cpu_float32 PASSED [0.0205s] [ 13%]
2025-03-14T04:13:59.7162960Z test_mps.py::TestConsistencyCPU::test_output_grad_match_jiterator_2inputs_2outputs_cpu_float16 SKIPPED [0.0012s] (Only runs on cuda) [ 13%]
2025-03-14T04:13:59.7163750Z test_mps.py::TestConsistencyCPU::test_output_grad_match_lerp_cpu_float32 PASSED [0.2258s] [ 13%]
2025-03-14T04:13:59.7164440Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_eigvals_cpu_float32 XFAIL [0.0106s] [ 13%]
2025-03-14T04:13:59.7165200Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_householder_product_cpu_float32 XFAIL [0.0051s] [ 13%]
2025-03-14T04:13:59.7165950Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_ldl_solve_cpu_float32 XFAIL [0.0100s] [ 13%]
2025-03-14T04:13:59.7166660Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_norm_cpu_float32 XFAIL [0.4672s] [ 13%]
2025-03-14T04:13:59.7167350Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linspace_cpu_float16 PASSED [0.0854s] [ 13%]
2025-03-14T04:13:59.7168040Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linspace_cpu_float32 PASSED [0.0889s] [ 14%]
2025-03-14T04:13:59.7169120Z test_mps.py::TestConsistencyCPU::test_output_grad_match_log1p_cpu_float16 PASSED [0.0212s] [ 14%]
2025-03-14T04:13:59.7169800Z test_mps.py::TestConsistencyCPU::test_output_grad_match_logaddexp2_cpu_float16 PASSED [0.0469s] [ 14%]
2025-03-14T04:13:59.7170500Z test_mps.py::TestConsistencyCPU::test_output_grad_match_logical_not_cpu_float32 PASSED [0.0463s] [ 14%]
2025-03-14T04:13:59.7171170Z test_mps.py::TestConsistencyCPU::test_output_grad_match_logit_cpu_float16 XFAIL [0.0200s] [ 14%]
2025-03-14T04:13:59.7171840Z test_mps.py::TestConsistencyCPU::test_output_grad_match_logspace_cpu_float16 XFAIL [0.0054s] [ 14%]
2025-03-14T04:13:59.7172520Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_argmin_cpu_float16 PASSED [0.2701s] [ 14%]
2025-03-14T04:13:59.7173240Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_log_softmax_cpu_float16 PASSED [0.1524s] [ 14%]
2025-03-14T04:13:59.7173970Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_logsumexp_cpu_float16 PASSED [1.1793s] [ 14%]
2025-03-14T04:13:59.7174710Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_prod_cpu_float32 PASSED [0.7953s] [ 15%]
2025-03-14T04:13:59.7175430Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_scatter_cpu_float32 PASSED [0.0701s] [ 15%]
2025-03-14T04:13:59.7176140Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_select_cpu_float32 PASSED [0.1473s] [ 15%]
2025-03-14T04:13:59.7176840Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_softmax_cpu_float16 PASSED [0.1360s] [ 15%]
2025-03-14T04:13:59.7177550Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_softmin_cpu_float32 PASSED [0.1555s] [ 15%]
2025-03-14T04:13:59.7178250Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_std_cpu_float32 PASSED [0.6038s] [ 15%]
2025-03-14T04:13:59.7178940Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_sum_cpu_float32 PASSED [0.3670s] [ 15%]
2025-03-14T04:13:59.7179840Z test_mps.py::TestConsistencyCPU::test_output_grad_match_max_binary_cpu_float16 PASSED [0.3311s] [ 15%]
2025-03-14T04:13:59.7180620Z test_mps.py::TestConsistencyCPU::test_output_grad_match_meshgrid_list_of_tensors_cpu_float16 PASSED [0.1664s] [ 15%]
2025-03-14T04:13:59.7181400Z test_mps.py::TestConsistencyCPU::test_output_grad_match_mvlgamma_mvlgamma_p_1_cpu_float16 PASSED [0.3285s] [ 15%]
2025-03-14T04:13:59.7182140Z test_mps.py::TestConsistencyCPU::test_output_grad_match_mvlgamma_mvlgamma_p_3_cpu_float16 PASSED [0.0234s] [ 16%]
2025-03-14T04:13:59.7182860Z test_mps.py::TestConsistencyCPU::test_output_grad_match_narrow_cpu_float16 PASSED [0.0192s] [ 16%]
2025-03-14T04:13:59.7183530Z test_mps.py::TestConsistencyCPU::test_output_grad_match_narrow_cpu_float32 PASSED [0.0180s] [ 16%]
2025-03-14T04:13:59.7184210Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nextafter_cpu_float32 XFAIL [0.0164s] [ 16%]
2025-03-14T04:13:59.7184970Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_adaptive_avg_pool1d_cpu_float32 XFAIL [0.0072s] [ 16%]
2025-03-14T04:13:59.7185830Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_adaptive_max_pool1d_cpu_float16 PASSED [0.1271s] [ 16%]
2025-03-14T04:13:59.7186660Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_adaptive_max_pool3d_cpu_float16 XFAIL [0.0054s] [ 16%]
2025-03-14T04:13:59.7187500Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_conv3d_cpu_float32 SKIPPED [0.0001s] (Skipped!) [ 16%]
2025-03-14T04:13:59.7188320Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_conv_transpose2d_cpu_float16 SKIPPED [0.0001s] [ 16%]
2025-03-14T04:13:59.7189150Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_cosine_similarity_cpu_float32 PASSED [0.4261s] [ 16%]
2025-03-14T04:13:59.7189950Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_dropout3d_cpu_float16 XFAIL [0.0730s] [ 17%]
2025-03-14T04:13:59.7190990Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_embedding_bag_cpu_float32 XFAIL [0.0083s] [ 17%]
2025-03-14T04:13:59.7191780Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_embedding_cpu_float32 PASSED [0.0526s] [ 17%]
2025-03-14T04:13:59.7192590Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_fractional_max_pool2d_cpu_float16 XFAIL [0.0163s] [ 17%]
2025-03-14T04:13:59.7193470Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_glu_cpu_float32 PASSED [1.1951s] [ 17%]
2025-03-14T04:13:59.7194230Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_group_norm_cpu_float16 PASSED [1.4003s] [ 17%]
2025-03-14T04:13:59.7195020Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_hardsigmoid_cpu_float16 PASSED [0.1189s] [ 17%]
2025-03-14T04:13:59.7195810Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_hardtanh_cpu_float32 PASSED [0.1504s] [ 17%]
2025-03-14T04:13:59.7196630Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_interpolate_linear_cpu_float16 PASSED [0.2439s] [ 17%]
2025-03-14T04:13:59.7197430Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_kl_div_cpu_float16 PASSED [0.2504s] [ 18%]
2025-03-14T04:13:59.7198190Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_kl_div_cpu_float32 PASSED [0.2655s] [ 18%]
2025-03-14T04:13:59.7198980Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_local_response_norm_cpu_float32 PASSED [0.4336s] [ 18%]
2025-03-14T04:13:59.7199920Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_margin_ranking_loss_cpu_float16 PASSED [0.3598s] [ 18%]
2025-03-14T04:13:59.7200830Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_pool1d_cpu_float32 PASSED [2.6029s] [ 18%]
2025-03-14T04:13:59.7201620Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_pool2d_cpu_float32 PASSED [32.8199s] [ 18%]
2025-03-14T04:13:59.7202640Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_unpool2d_cpu_float16 XFAIL [0.0044s] [ 18%]
2025-03-14T04:13:59.7203460Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_unpool3d_cpu_float32 XFAIL [0.0044s] [ 18%]
2025-03-14T04:13:59.7204230Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_mish_cpu_float32 PASSED [0.1052s] [ 18%]
2025-03-14T04:13:59.7204980Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_mse_loss_cpu_float16 XFAIL [0.1668s] [ 18%]
2025-03-14T04:13:59.7205740Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_normalize_cpu_float16 PASSED [2.0062s] [ 19%]
2025-03-14T04:13:59.7206540Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_pad_replicate_cpu_float32 PASSED [0.4371s] [ 19%]
2025-03-14T04:13:59.7207340Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_pixel_unshuffle_cpu_float16 PASSED [0.0589s] [ 19%]
2025-03-14T04:13:59.7208260Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_relu_cpu_float16 PASSED [0.1661s] [ 19%]
2025-03-14T04:13:59.7209140Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_scaled_dot_product_attention_cpu_float16 XFAIL [0.4510s] [ 19%]
2025-03-14T04:13:59.7210010Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_scaled_dot_product_attention_cpu_float32 XFAIL [0.0192s] [ 19%]
2025-03-14T04:13:59.7210900Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_selu_cpu_float16 PASSED [0.2316s] [ 19%]
2025-03-14T04:13:59.7211850Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_tanhshrink_cpu_float32 PASSED [0.0957s] [ 19%]
2025-03-14T04:13:59.7212860Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_threshold_cpu_float32 PASSED [0.2149s] [ 19%]
2025-03-14T04:13:59.7213720Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_triplet_margin_with_distance_loss_cpu_float16 PASSED [0.2443s] [ 19%]
2025-03-14T04:13:59.7214900Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_unfold_cpu_float16 PASSED [0.1871s] [ 20%]
2025-03-14T04:13:59.7215700Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_upsample_bilinear_cpu_float32 PASSED [0.0674s] [ 20%]
2025-03-14T04:13:59.7216460Z test_mps.py::TestConsistencyCPU::test_output_grad_match_norm_inf_cpu_float32 PASSED [0.2856s] [ 20%]
2025-03-14T04:13:59.7217140Z test_mps.py::TestConsistencyCPU::test_output_grad_match_normal_cpu_float16 XFAIL [0.0489s] [ 20%]
2025-03-14T04:13:59.7217820Z test_mps.py::TestConsistencyCPU::test_output_grad_match_normal_in_place_cpu_float16 XFAIL [0.0321s] [ 20%]
2025-03-14T04:13:59.7218500Z test_mps.py::TestConsistencyCPU::test_output_grad_match_ormqr_cpu_float32 XFAIL [0.0058s] [ 20%]
2025-03-14T04:13:59.7219170Z test_mps.py::TestConsistencyCPU::test_output_grad_match_permute_cpu_float16 PASSED [0.0124s] [ 20%]
2025-03-14T04:13:59.7219900Z test_mps.py::TestConsistencyCPU::test_output_grad_match_polygamma_polygamma_n_3_cpu_float32 PASSED [0.0311s] [ 20%]
2025-03-14T04:13:59.7220690Z test_mps.py::TestConsistencyCPU::test_output_grad_match_polygamma_polygamma_n_4_cpu_float32 PASSED [0.0242s] [ 20%]
2025-03-14T04:13:59.7221410Z test_mps.py::TestConsistencyCPU::test_output_grad_match_put_cpu_float16 XFAIL [0.0093s] [ 21%]
2025-03-14T04:13:59.7222060Z test_mps.py::TestConsistencyCPU::test_output_grad_match_qr_cpu_float32 XFAIL [0.0058s] [ 21%]
2025-03-14T04:13:59.7222720Z test_mps.py::TestConsistencyCPU::test_output_grad_match_quantile_cpu_float32 XFAIL [1.0520s] [ 21%]
2025-03-14T04:13:59.7223400Z test_mps.py::TestConsistencyCPU::test_output_grad_match_rad2deg_cpu_float32 PASSED [0.0075s] [ 21%]
2025-03-14T04:13:59.7224070Z test_mps.py::TestConsistencyCPU::test_output_grad_match_ravel_cpu_float16 PASSED [0.0074s] [ 21%]
2025-03-14T04:13:59.7224730Z test_mps.py::TestConsistencyCPU::test_output_grad_match_real_cpu_float16 PASSED [0.0071s] [ 21%]
2025-03-14T04:13:59.7225660Z test_mps.py::TestConsistencyCPU::test_output_grad_match_repeat_cpu_float32 PASSED [0.5584s] [ 21%]
2025-03-14T04:13:59.7226420Z test_mps.py::TestConsistencyCPU::test_output_grad_match_resolve_conj_cpu_float16 PASSED [0.0062s] [ 21%]
2025-03-14T04:13:59.7227120Z test_mps.py::TestConsistencyCPU::test_output_grad_match_resolve_neg_cpu_float32 PASSED [0.0061s] [ 21%]
2025-03-14T04:13:59.7238650Z test_mps.py::TestConsistencyCPU::test_output_grad_match_roll_cpu_float32 PASSED [0.2116s] [ 21%]
2025-03-14T04:13:59.7246050Z test_mps.py::TestConsistencyCPU::test_output_grad_match_round_cpu_float32 PASSED [0.0312s] [ 22%]
2025-03-14T04:13:59.7246760Z test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_cpu_float32 PASSED [0.2704s] [ 22%]
2025-03-14T04:13:59.7247470Z test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_reduce_sum_cpu_float16 PASSED [0.4057s] [ 22%]
2025-03-14T04:13:59.7248200Z test_mps.py::TestConsistencyCPU::test_output_grad_match_searchsorted_cpu_float16 PASSED [0.6753s] [ 22%]
2025-03-14T04:13:59.7248940Z test_mps.py::TestConsistencyCPU::test_output_grad_match_searchsorted_cpu_float32 PASSED [0.4271s] [ 22%]
2025-03-14T04:13:59.7249600Z test_mps.py::TestConsistencyCPU::test_output_grad_match_sgn_cpu_float16 PASSED [0.0334s] [ 22%]
2025-03-14T04:13:59.7250300Z test_mps.py::TestConsistencyCPU::test_output_grad_match_signal_windows_gaussian_cpu_float32 XFAIL [0.0043s] [ 22%]
2025-03-14T04:13:59.7251050Z test_mps.py::TestConsistencyCPU::test_output_grad_match_signal_windows_hann_cpu_float32 XFAIL [0.0040s] [ 22%]
2025-03-14T04:13:59.7251810Z test_mps.py::TestConsistencyCPU::test_output_grad_match_signal_windows_nuttall_cpu_float32 XFAIL [0.0039s] [ 22%]
2025-03-14T04:13:59.7252500Z test_mps.py::TestConsistencyCPU::test_output_grad_match_sin_cpu_float32 PASSED [0.0443s] [ 22%]
2025-03-14T04:13:59.7253140Z test_mps.py::TestConsistencyCPU::test_output_grad_match_sinh_cpu_float32 PASSED [0.0488s] [ 23%]
2025-03-14T04:13:59.7253800Z test_mps.py::TestConsistencyCPU::test_output_grad_match_sort_cpu_float16 XFAIL [0.0609s] [ 23%]
2025-03-14T04:13:59.7255280Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_bessel_j0_cpu_float32 XFAIL [0.0043s] [ 23%]
2025-03-14T04:13:59.7256340Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_chebyshev_polynomial_t_cpu_float32 XFAIL [0.0065s] [ 23%]
2025-03-14T04:13:59.7257740Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_chebyshev_polynomial_v_cpu_float32 SKIPPED [0.0002s] (Skipping - testing takes an unreasonably long time, #79528) [ 23%]
2025-03-14T04:13:59.7258700Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_entr_cpu_float16 PASSED [0.1079s] [ 23%]
2025-03-14T04:13:59.7259530Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32 ('RERUN', {'yellow': True}) [0.0058s] [ 23%]
2025-03-14T04:13:59.7260400Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32 ('RERUN', {'yellow': True}) [0.0056s] [ 23%]
2025-03-14T04:13:59.7261140Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32 FAILED [0.0064s] [ 23%]
2025-03-14T04:13:59.7261570Z 
2025-03-14T04:13:59.7261730Z ==================================== RERUNS ====================================
2025-03-14T04:13:59.7262180Z ______ TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32 _______
2025-03-14T04:13:59.7262590Z Traceback (most recent call last):
2025-03-14T04:13:59.7263420Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1159, in test_wrapper
2025-03-14T04:13:59.7264160Z     return test(*args, **kwargs)
2025-03-14T04:13:59.7276210Z   File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/test_mps.py", line 12676, in test_output_grad_match
2025-03-14T04:13:59.7277030Z     mps_grad_inputs = torch.autograd.grad(diff_mps_out, diff_mps_arg, grad_outputs=mps_grad_outputs, allow_unused=True)
2025-03-14T04:13:59.7278500Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/__init__.py", line 502, in grad
2025-03-14T04:13:59.7279170Z     result = _engine_run_backward(
2025-03-14T04:13:59.7279930Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/graph.py", line 824, in _engine_run_backward
2025-03-14T04:13:59.7280830Z     return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
2025-03-14T04:13:59.7309990Z NotImplementedError: The operator 'aten::special_i1e.out' is not currently implemented for the MPS device. If you want this op to be considered for addition please comment on https://github.com/pytorch/pytorch/issues/141287 and mention use-case, that resulted in missing op as well as commit hash aed0b7a742a2d7b7901790622829cbd2135049a4. As a temporary fix, you can set the environment variable `PYTORCH_ENABLE_MPS_FALLBACK=1` to use the CPU as a fallback for this op. WARNING: this will be slower than running natively on MPS.
2025-03-14T04:13:59.7311950Z 
2025-03-14T04:13:59.7312160Z The above exception was the direct cause of the following exception:
2025-03-14T04:13:59.7312460Z 
2025-03-14T04:13:59.7312550Z Traceback (most recent call last):
2025-03-14T04:13:59.7313340Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 3153, in wrapper
2025-03-14T04:13:59.7314040Z     method(*args, **kwargs)
2025-03-14T04:13:59.7314820Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 454, in instantiated_test
2025-03-14T04:13:59.7315590Z     result = test(self, **param_kwargs)
2025-03-14T04:13:59.7316360Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 1612, in wrapper
2025-03-14T04:13:59.7317040Z     fn(*args, **kwargs)
2025-03-14T04:13:59.7318570Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1171, in test_wrapper
2025-03-14T04:13:59.7319300Z     raise e_tracked from e
2025-03-14T04:13:59.7320040Z Exception: Caused by sample input at index 0: SampleInput(input=Tensor[size=(5,), device="cpu", dtype=torch.float32], args=(), kwargs={}, broadcasts_input=False, name='')
2025-03-14T04:13:59.7320650Z 
2025-03-14T04:13:59.7320830Z To execute this test, run the following from the base repo dir:
2025-03-14T04:13:59.7321500Z     PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=0 python test/test_mps.py TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7322010Z 
2025-03-14T04:13:59.7322220Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2025-03-14T04:13:59.7322760Z ______ TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32 _______
2025-03-14T04:13:59.7323180Z Traceback (most recent call last):
2025-03-14T04:13:59.7324000Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1159, in test_wrapper
2025-03-14T04:13:59.7324730Z     return test(*args, **kwargs)
2025-03-14T04:13:59.7325290Z   File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/test_mps.py", line 12676, in test_output_grad_match
2025-03-14T04:13:59.7326070Z     mps_grad_inputs = torch.autograd.grad(diff_mps_out, diff_mps_arg, grad_outputs=mps_grad_outputs, allow_unused=True)
2025-03-14T04:13:59.7327020Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/__init__.py", line 502, in grad
2025-03-14T04:13:59.7327650Z     result = _engine_run_backward(
2025-03-14T04:13:59.7328700Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/graph.py", line 824, in _engine_run_backward
2025-03-14T04:13:59.7330120Z     return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
2025-03-14T04:13:59.7332790Z NotImplementedError: The operator 'aten::special_i1e.out' is not currently implemented for the MPS device. If you want this op to be considered for addition please comment on https://github.com/pytorch/pytorch/issues/141287 and mention use-case, that resulted in missing op as well as commit hash aed0b7a742a2d7b7901790622829cbd2135049a4. As a temporary fix, you can set the environment variable `PYTORCH_ENABLE_MPS_FALLBACK=1` to use the CPU as a fallback for this op. WARNING: this will be slower than running natively on MPS.
2025-03-14T04:13:59.7334670Z 
2025-03-14T04:13:59.7334870Z The above exception was the direct cause of the following exception:
2025-03-14T04:13:59.7335170Z 
2025-03-14T04:13:59.7335270Z Traceback (most recent call last):
2025-03-14T04:13:59.7336050Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 3153, in wrapper
2025-03-14T04:13:59.7336750Z     method(*args, **kwargs)
2025-03-14T04:13:59.7337560Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 454, in instantiated_test
2025-03-14T04:13:59.7338320Z     result = test(self, **param_kwargs)
2025-03-14T04:13:59.7339090Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 1612, in wrapper
2025-03-14T04:13:59.7339760Z     fn(*args, **kwargs)
2025-03-14T04:13:59.7340520Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1171, in test_wrapper
2025-03-14T04:13:59.7341240Z     raise e_tracked from e
2025-03-14T04:13:59.7342170Z Exception: Caused by sample input at index 0: SampleInput(input=Tensor[size=(5,), device="cpu", dtype=torch.float32], args=(), kwargs={}, broadcasts_input=False, name='')
2025-03-14T04:13:59.7343170Z 
2025-03-14T04:13:59.7343350Z To execute this test, run the following from the base repo dir:
2025-03-14T04:13:59.7344030Z     PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=0 python test/test_mps.py TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7344690Z 
2025-03-14T04:13:59.7344900Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2025-03-14T04:13:59.7345350Z =================================== FAILURES ===================================
2025-03-14T04:13:59.7345850Z ______ TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32 _______
2025-03-14T04:13:59.7346290Z Traceback (most recent call last):
2025-03-14T04:13:59.7347490Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1159, in test_wrapper
2025-03-14T04:13:59.7348310Z     return test(*args, **kwargs)
2025-03-14T04:13:59.7348990Z   File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/test_mps.py", line 12676, in test_output_grad_match
2025-03-14T04:13:59.7349780Z     mps_grad_inputs = torch.autograd.grad(diff_mps_out, diff_mps_arg, grad_outputs=mps_grad_outputs, allow_unused=True)
2025-03-14T04:13:59.7350740Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/__init__.py", line 502, in grad
2025-03-14T04:13:59.7351370Z     result = _engine_run_backward(
2025-03-14T04:13:59.7352110Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/graph.py", line 824, in _engine_run_backward
2025-03-14T04:13:59.7353020Z     return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
2025-03-14T04:13:59.7356160Z NotImplementedError: The operator 'aten::special_i1e.out' is not currently implemented for the MPS device. If you want this op to be considered for addition please comment on https://github.com/pytorch/pytorch/issues/141287 and mention use-case, that resulted in missing op as well as commit hash aed0b7a742a2d7b7901790622829cbd2135049a4. As a temporary fix, you can set the environment variable `PYTORCH_ENABLE_MPS_FALLBACK=1` to use the CPU as a fallback for this op. WARNING: this will be slower than running natively on MPS.
2025-03-14T04:13:59.7358230Z 
2025-03-14T04:13:59.7358460Z The above exception was the direct cause of the following exception:
2025-03-14T04:13:59.7358760Z 
2025-03-14T04:13:59.7358850Z Traceback (most recent call last):
2025-03-14T04:13:59.7359700Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 3153, in wrapper
2025-03-14T04:13:59.7360390Z     method(*args, **kwargs)
2025-03-14T04:13:59.7361170Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 454, in instantiated_test
2025-03-14T04:13:59.7361930Z     result = test(self, **param_kwargs)
2025-03-14T04:13:59.7367940Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 1612, in wrapper
2025-03-14T04:13:59.7368670Z     fn(*args, **kwargs)
2025-03-14T04:13:59.7369450Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1171, in test_wrapper
2025-03-14T04:13:59.7370170Z     raise e_tracked from e
2025-03-14T04:13:59.7370920Z Exception: Caused by sample input at index 0: SampleInput(input=Tensor[size=(5,), device="cpu", dtype=torch.float32], args=(), kwargs={}, broadcasts_input=False, name='')
2025-03-14T04:13:59.7371620Z 
2025-03-14T04:13:59.7371780Z To execute this test, run the following from the base repo dir:
2025-03-14T04:13:59.7372850Z     PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=0 python test/test_mps.py TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7373340Z 
2025-03-14T04:13:59.7373550Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2025-03-14T04:13:59.7374490Z - generated xml file: /Users/ec2-user/runner/_work/pytorch/pytorch/test/test-reports/python-pytest/test_mps/test_mps-fd58812b7440d348.xml -
2025-03-14T04:13:59.7375330Z =========================== short test summary info ============================
2025-03-14T04:13:59.7376600Z FAILED [0.0064s] test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32 - Exception: Caused by sample input at index 0: SampleInput(input=Tensor[size=(5,), device="cpu", dtype=torch.float32], args=(), kwargs={}, broadcasts_input=False, name='')
2025-03-14T04:13:59.7377540Z 
2025-03-14T04:13:59.7377750Z To execute this test, run the following from the base repo dir:
2025-03-14T04:13:59.7378480Z     PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=0 python test/test_mps.py TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7378960Z 
2025-03-14T04:13:59.7379170Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2025-03-14T04:13:59.7379640Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!!
2025-03-14T04:13:59.7380100Z == 1 failed, 179 passed, 6 skipped, 43 xfailed, 2 rerun in 314.24s (0:05:14) ===
2025-03-14T04:13:59.7380480Z Got exit code 1
2025-03-14T04:13:59.7380670Z Retrying single test...
2025-03-14T04:13:59.7381230Z Test results will be stored in test-reports/python-pytest/test_mps/test_mps-9cdfeb0686c5bcb2.xml
2025-03-14T04:13:59.7381780Z ============================= test session starts ==============================
2025-03-14T04:13:59.7382510Z platform darwin -- Python 3.9.12, pytest-7.3.2, pluggy-1.5.0 -- /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3
2025-03-14T04:13:59.7383190Z cachedir: .pytest_cache
2025-03-14T04:13:59.7384070Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow]
2025-03-14T04:13:59.7384760Z rootdir: /Users/ec2-user/runner/_work/pytorch/pytorch
2025-03-14T04:13:59.7385070Z configfile: pytest.ini
2025-03-14T04:13:59.7385700Z plugins: xdoctest-1.1.0, cpp-2.3.0, rerunfailures-10.3, flakefinder-1.1.0, hypothesis-6.56.4, xdist-3.3.1, subtests-0.13.1, typeguard-4.3.0
2025-03-14T04:13:59.7386410Z collecting ... collected 6911 items / 965 deselected / 5946 selected
2025-03-14T04:13:59.7387140Z stepcurrent: skipping 228 already run items. Running only test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7387760Z Running 1 items in this shard
2025-03-14T04:13:59.7387920Z 
2025-03-14T04:13:59.7388350Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32 ('RERUN', {'yellow': True}) [0.2361s] [100%]
2025-03-14T04:13:59.7389220Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32 ('RERUN', {'yellow': True}) [0.0098s] [100%]
2025-03-14T04:13:59.7390000Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32 FAILED [0.0102s] [100%]
2025-03-14T04:13:59.7390400Z 
2025-03-14T04:13:59.7390520Z ==================================== RERUNS ====================================
2025-03-14T04:13:59.7390970Z ______ TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32 _______
2025-03-14T04:13:59.7391380Z Traceback (most recent call last):
2025-03-14T04:13:59.7392300Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1159, in test_wrapper
2025-03-14T04:13:59.7393040Z     return test(*args, **kwargs)
2025-03-14T04:13:59.7393630Z   File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/test_mps.py", line 12676, in test_output_grad_match
2025-03-14T04:13:59.7394410Z     mps_grad_inputs = torch.autograd.grad(diff_mps_out, diff_mps_arg, grad_outputs=mps_grad_outputs, allow_unused=True)
2025-03-14T04:13:59.7396010Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/__init__.py", line 502, in grad
2025-03-14T04:13:59.7396650Z     result = _engine_run_backward(
2025-03-14T04:13:59.7397400Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/graph.py", line 824, in _engine_run_backward
2025-03-14T04:13:59.7398310Z     return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
2025-03-14T04:13:59.7400820Z NotImplementedError: The operator 'aten::special_i1e.out' is not currently implemented for the MPS device. If you want this op to be considered for addition please comment on https://github.com/pytorch/pytorch/issues/141287 and mention use-case, that resulted in missing op as well as commit hash aed0b7a742a2d7b7901790622829cbd2135049a4. As a temporary fix, you can set the environment variable `PYTORCH_ENABLE_MPS_FALLBACK=1` to use the CPU as a fallback for this op. WARNING: this will be slower than running natively on MPS.
2025-03-14T04:13:59.7403830Z Exception raised from mps_error_fallback at /Users/ec2-user/runner/_work/pytorch/pytorch/aten/src/ATen/mps/MPSFallback.mm:57 (most recent call first):
2025-03-14T04:13:59.7404940Z frame #0: c10::Error::Error(c10::SourceLocation, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char>>) + 52 (0x1021c7c2c in libc10.dylib)
2025-03-14T04:13:59.7406550Z frame #1: void c10::BoxedKernel::make_boxed_function<&at::mps_error_fallback(c10::OperatorHandle const&, std::__1::vector<c10::IValue, std::__1::allocator<c10::IValue>>*)>(c10::OperatorKernel*, c10::OperatorHandle const&, c10::DispatchKeySet, std::__1::vector<c10::IValue, std::__1::allocator<c10::IValue>>*) + 456 (0x15cf323a4 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7409060Z frame #2: c10::impl::BoxedKernelWrapper<at::Tensor& (at::Tensor const&, at::Tensor&), void>::call(c10::BoxedKernel const&, c10::OperatorHandle const&, c10::DispatchKeySet, at::Tensor const&, at::Tensor&) + 80 (0x158c238d8 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7410340Z frame #3: at::_ops::special_i1e_out::call(at::Tensor const&, at::Tensor&) + 412 (0x158d4c318 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7411280Z frame #4: at::(anonymous namespace)::wrapper_CompositeExplicitAutogradNonFunctional_special_i1e(at::Tensor const&) + 208 (0x15965c72c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7413510Z frame #5: c10::impl::wrap_kernel_functor_unboxed_<c10::impl::detail::WrapFunctionIntoFunctor_<c10::CompileTimeFunctionPointer<at::Tensor (c10::DispatchKeySet, at::Tensor const&), &torch::autograd::VariableType::(anonymous namespace)::special_i1e(c10::DispatchKeySet, at::Tensor const&)>, at::Tensor, c10::guts::typelist::typelist<c10::DispatchKeySet, at::Tensor const&>>, at::Tensor (c10::DispatchKeySet, at::Tensor const&)>::call(c10::OperatorKernel*, c10::DispatchKeySet, at::Tensor const&) + 672 (0x15b449a04 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7415540Z frame #6: at::_ops::special_i1e::call(at::Tensor const&) + 284 (0x158d4be0c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7416580Z frame #7: torch::autograd::generated::SpecialI0EBackward0_apply_functional(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&, std::__1::array<bool, 1ul>, at::Tensor&, at::Tensor&) + 116 (0x15b1a1920 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7417830Z frame #8: torch::autograd::generated::SpecialI0EBackward0::apply(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&) + 240 (0x15afedb48 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7418830Z frame #9: torch::autograd::Node::operator()(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&) + 116 (0x15c412ea4 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7420110Z frame #10: torch::autograd::Engine::evaluate_function(std::__1::shared_ptr<torch::autograd::GraphTask>&, torch::autograd::Node*, torch::autograd::InputBuffer&, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&) + 2824 (0x15c40c320 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7421850Z frame #11: torch::autograd::Engine::thread_main(std::__1::shared_ptr<torch::autograd::GraphTask> const&) + 900 (0x15c407f7c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7422920Z frame #12: torch::autograd::Engine::thread_init(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool) + 552 (0x15c407ac0 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7423990Z frame #13: torch::autograd::python::PythonEngine::thread_init(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool) + 116 (0x103b7324c in libtorch_python.dylib)
2025-03-14T04:13:59.7425800Z frame #14: void* std::__1::__thread_proxy[abi:ue170006]<std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_delete<std::__1::__thread_struct>>, void (torch::autograd::Engine::*)(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool), torch::autograd::Engine*, signed char, std::__1::shared_ptr<torch::autograd::ReadyQueue>, bool>>(void*) + 84 (0x15c416a54 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7427290Z frame #15: _pthread_start + 136 (0x191ef2f94 in libsystem_pthread.dylib)
2025-03-14T04:13:59.7427780Z frame #16: thread_start + 8 (0x191eedd34 in libsystem_pthread.dylib)
2025-03-14T04:13:59.7428070Z 
2025-03-14T04:13:59.7428070Z 
2025-03-14T04:13:59.7428390Z The above exception was the direct cause of the following exception:
2025-03-14T04:13:59.7428700Z 
2025-03-14T04:13:59.7428800Z Traceback (most recent call last):
2025-03-14T04:13:59.7429700Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 3153, in wrapper
2025-03-14T04:13:59.7430390Z     method(*args, **kwargs)
2025-03-14T04:13:59.7431490Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 454, in instantiated_test
2025-03-14T04:13:59.7432340Z     result = test(self, **param_kwargs)
2025-03-14T04:13:59.7433560Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 1612, in wrapper
2025-03-14T04:13:59.7434270Z     fn(*args, **kwargs)
2025-03-14T04:13:59.7435040Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1171, in test_wrapper
2025-03-14T04:13:59.7435760Z     raise e_tracked from e
2025-03-14T04:13:59.7436500Z Exception: Caused by sample input at index 0: SampleInput(input=Tensor[size=(5,), device="cpu", dtype=torch.float32], args=(), kwargs={}, broadcasts_input=False, name='')
2025-03-14T04:13:59.7437150Z 
2025-03-14T04:13:59.7437330Z To execute this test, run the following from the base repo dir:
2025-03-14T04:13:59.7438010Z     PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=0 python test/test_mps.py TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7438520Z 
2025-03-14T04:13:59.7438740Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2025-03-14T04:13:59.7439280Z ______ TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32 _______
2025-03-14T04:13:59.7439690Z Traceback (most recent call last):
2025-03-14T04:13:59.7440530Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1159, in test_wrapper
2025-03-14T04:13:59.7441350Z     return test(*args, **kwargs)
2025-03-14T04:13:59.7442090Z   File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/test_mps.py", line 12676, in test_output_grad_match
2025-03-14T04:13:59.7442880Z     mps_grad_inputs = torch.autograd.grad(diff_mps_out, diff_mps_arg, grad_outputs=mps_grad_outputs, allow_unused=True)
2025-03-14T04:13:59.7443840Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/__init__.py", line 502, in grad
2025-03-14T04:13:59.7444820Z     result = _engine_run_backward(
2025-03-14T04:13:59.7445590Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/graph.py", line 824, in _engine_run_backward
2025-03-14T04:13:59.7446490Z     return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
2025-03-14T04:13:59.7448990Z NotImplementedError: The operator 'aten::special_i1e.out' is not currently implemented for the MPS device. If you want this op to be considered for addition please comment on https://github.com/pytorch/pytorch/issues/141287 and mention use-case, that resulted in missing op as well as commit hash aed0b7a742a2d7b7901790622829cbd2135049a4. As a temporary fix, you can set the environment variable `PYTORCH_ENABLE_MPS_FALLBACK=1` to use the CPU as a fallback for this op. WARNING: this will be slower than running natively on MPS.
2025-03-14T04:13:59.7451530Z Exception raised from mps_error_fallback at /Users/ec2-user/runner/_work/pytorch/pytorch/aten/src/ATen/mps/MPSFallback.mm:57 (most recent call first):
2025-03-14T04:13:59.7459350Z frame #0: c10::Error::Error(c10::SourceLocation, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char>>) + 52 (0x1021c7c2c in libc10.dylib)
2025-03-14T04:13:59.7461490Z frame #1: void c10::BoxedKernel::make_boxed_function<&at::mps_error_fallback(c10::OperatorHandle const&, std::__1::vector<c10::IValue, std::__1::allocator<c10::IValue>>*)>(c10::OperatorKernel*, c10::OperatorHandle const&, c10::DispatchKeySet, std::__1::vector<c10::IValue, std::__1::allocator<c10::IValue>>*) + 456 (0x15cf323a4 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7463360Z frame #2: c10::impl::BoxedKernelWrapper<at::Tensor& (at::Tensor const&, at::Tensor&), void>::call(c10::BoxedKernel const&, c10::OperatorHandle const&, c10::DispatchKeySet, at::Tensor const&, at::Tensor&) + 80 (0x158c238d8 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7464840Z frame #3: at::_ops::special_i1e_out::call(at::Tensor const&, at::Tensor&) + 412 (0x158d4c318 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7465800Z frame #4: at::(anonymous namespace)::wrapper_CompositeExplicitAutogradNonFunctional_special_i1e(at::Tensor const&) + 208 (0x15965c72c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7468010Z frame #5: c10::impl::wrap_kernel_functor_unboxed_<c10::impl::detail::WrapFunctionIntoFunctor_<c10::CompileTimeFunctionPointer<at::Tensor (c10::DispatchKeySet, at::Tensor const&), &torch::autograd::VariableType::(anonymous namespace)::special_i1e(c10::DispatchKeySet, at::Tensor const&)>, at::Tensor, c10::guts::typelist::typelist<c10::DispatchKeySet, at::Tensor const&>>, at::Tensor (c10::DispatchKeySet, at::Tensor const&)>::call(c10::OperatorKernel*, c10::DispatchKeySet, at::Tensor const&) + 672 (0x15b449a04 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7470010Z frame #6: at::_ops::special_i1e::call(at::Tensor const&) + 284 (0x158d4be0c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7471070Z frame #7: torch::autograd::generated::SpecialI0EBackward0_apply_functional(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&, std::__1::array<bool, 1ul>, at::Tensor&, at::Tensor&) + 116 (0x15b1a1920 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7473000Z frame #8: torch::autograd::generated::SpecialI0EBackward0::apply(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&) + 240 (0x15afedb48 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7474040Z frame #9: torch::autograd::Node::operator()(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&) + 116 (0x15c412ea4 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7475320Z frame #10: torch::autograd::Engine::evaluate_function(std::__1::shared_ptr<torch::autograd::GraphTask>&, torch::autograd::Node*, torch::autograd::InputBuffer&, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&) + 2824 (0x15c40c320 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7476620Z frame #11: torch::autograd::Engine::thread_main(std::__1::shared_ptr<torch::autograd::GraphTask> const&) + 900 (0x15c407f7c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7478160Z frame #12: torch::autograd::Engine::thread_init(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool) + 552 (0x15c407ac0 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7479260Z frame #13: torch::autograd::python::PythonEngine::thread_init(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool) + 116 (0x103b7324c in libtorch_python.dylib)
2025-03-14T04:13:59.7481050Z frame #14: void* std::__1::__thread_proxy[abi:ue170006]<std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_delete<std::__1::__thread_struct>>, void (torch::autograd::Engine::*)(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool), torch::autograd::Engine*, signed char, std::__1::shared_ptr<torch::autograd::ReadyQueue>, bool>>(void*) + 84 (0x15c416a54 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7482710Z frame #15: _pthread_start + 136 (0x191ef2f94 in libsystem_pthread.dylib)
2025-03-14T04:13:59.7483200Z frame #16: thread_start + 8 (0x191eedd34 in libsystem_pthread.dylib)
2025-03-14T04:13:59.7483490Z 
2025-03-14T04:13:59.7483500Z 
2025-03-14T04:13:59.7483690Z The above exception was the direct cause of the following exception:
2025-03-14T04:13:59.7483980Z 
2025-03-14T04:13:59.7484070Z Traceback (most recent call last):
2025-03-14T04:13:59.7485040Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 3153, in wrapper
2025-03-14T04:13:59.7485740Z     method(*args, **kwargs)
2025-03-14T04:13:59.7486540Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 454, in instantiated_test
2025-03-14T04:13:59.7487310Z     result = test(self, **param_kwargs)
2025-03-14T04:13:59.7488070Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 1612, in wrapper
2025-03-14T04:13:59.7488810Z     fn(*args, **kwargs)
2025-03-14T04:13:59.7489840Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1171, in test_wrapper
2025-03-14T04:13:59.7490610Z     raise e_tracked from e
2025-03-14T04:13:59.7491510Z Exception: Caused by sample input at index 0: SampleInput(input=Tensor[size=(5,), device="cpu", dtype=torch.float32], args=(), kwargs={}, broadcasts_input=False, name='')
2025-03-14T04:13:59.7492190Z 
2025-03-14T04:13:59.7492390Z To execute this test, run the following from the base repo dir:
2025-03-14T04:13:59.7493060Z     PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=0 python test/test_mps.py TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7493550Z 
2025-03-14T04:13:59.7493770Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2025-03-14T04:13:59.7494220Z =================================== FAILURES ===================================
2025-03-14T04:13:59.7494690Z ______ TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32 _______
2025-03-14T04:13:59.7495100Z Traceback (most recent call last):
2025-03-14T04:13:59.7495900Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1159, in test_wrapper
2025-03-14T04:13:59.7496630Z     return test(*args, **kwargs)
2025-03-14T04:13:59.7497220Z   File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/test_mps.py", line 12676, in test_output_grad_match
2025-03-14T04:13:59.7498000Z     mps_grad_inputs = torch.autograd.grad(diff_mps_out, diff_mps_arg, grad_outputs=mps_grad_outputs, allow_unused=True)
2025-03-14T04:13:59.7498960Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/__init__.py", line 502, in grad
2025-03-14T04:13:59.7499590Z     result = _engine_run_backward(
2025-03-14T04:13:59.7500850Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/graph.py", line 824, in _engine_run_backward
2025-03-14T04:13:59.7501750Z     return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
2025-03-14T04:13:59.7505130Z NotImplementedError: The operator 'aten::special_i1e.out' is not currently implemented for the MPS device. If you want this op to be considered for addition please comment on https://github.com/pytorch/pytorch/issues/141287 and mention use-case, that resulted in missing op as well as commit hash aed0b7a742a2d7b7901790622829cbd2135049a4. As a temporary fix, you can set the environment variable `PYTORCH_ENABLE_MPS_FALLBACK=1` to use the CPU as a fallback for this op. WARNING: this will be slower than running natively on MPS.
2025-03-14T04:13:59.7507600Z Exception raised from mps_error_fallback at /Users/ec2-user/runner/_work/pytorch/pytorch/aten/src/ATen/mps/MPSFallback.mm:57 (most recent call first):
2025-03-14T04:13:59.7508700Z frame #0: c10::Error::Error(c10::SourceLocation, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char>>) + 52 (0x1021c7c2c in libc10.dylib)
2025-03-14T04:13:59.7510280Z frame #1: void c10::BoxedKernel::make_boxed_function<&at::mps_error_fallback(c10::OperatorHandle const&, std::__1::vector<c10::IValue, std::__1::allocator<c10::IValue>>*)>(c10::OperatorKernel*, c10::OperatorHandle const&, c10::DispatchKeySet, std::__1::vector<c10::IValue, std::__1::allocator<c10::IValue>>*) + 456 (0x15cf323a4 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7512230Z frame #2: c10::impl::BoxedKernelWrapper<at::Tensor& (at::Tensor const&, at::Tensor&), void>::call(c10::BoxedKernel const&, c10::OperatorHandle const&, c10::DispatchKeySet, at::Tensor const&, at::Tensor&) + 80 (0x158c238d8 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7513360Z frame #3: at::_ops::special_i1e_out::call(at::Tensor const&, at::Tensor&) + 412 (0x158d4c318 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7514550Z frame #4: at::(anonymous namespace)::wrapper_CompositeExplicitAutogradNonFunctional_special_i1e(at::Tensor const&) + 208 (0x15965c72c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7516860Z frame #5: c10::impl::wrap_kernel_functor_unboxed_<c10::impl::detail::WrapFunctionIntoFunctor_<c10::CompileTimeFunctionPointer<at::Tensor (c10::DispatchKeySet, at::Tensor const&), &torch::autograd::VariableType::(anonymous namespace)::special_i1e(c10::DispatchKeySet, at::Tensor const&)>, at::Tensor, c10::guts::typelist::typelist<c10::DispatchKeySet, at::Tensor const&>>, at::Tensor (c10::DispatchKeySet, at::Tensor const&)>::call(c10::OperatorKernel*, c10::DispatchKeySet, at::Tensor const&) + 672 (0x15b449a04 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7518770Z frame #6: at::_ops::special_i1e::call(at::Tensor const&) + 284 (0x158d4be0c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7520060Z frame #7: torch::autograd::generated::SpecialI0EBackward0_apply_functional(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&, std::__1::array<bool, 1ul>, at::Tensor&, at::Tensor&) + 116 (0x15b1a1920 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7521400Z frame #8: torch::autograd::generated::SpecialI0EBackward0::apply(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&) + 240 (0x15afedb48 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7522400Z frame #9: torch::autograd::Node::operator()(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&) + 116 (0x15c412ea4 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7523750Z frame #10: torch::autograd::Engine::evaluate_function(std::__1::shared_ptr<torch::autograd::GraphTask>&, torch::autograd::Node*, torch::autograd::InputBuffer&, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&) + 2824 (0x15c40c320 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7525000Z frame #11: torch::autograd::Engine::thread_main(std::__1::shared_ptr<torch::autograd::GraphTask> const&) + 900 (0x15c407f7c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7525960Z frame #12: torch::autograd::Engine::thread_init(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool) + 552 (0x15c407ac0 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7527490Z frame #13: torch::autograd::python::PythonEngine::thread_init(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool) + 116 (0x103b7324c in libtorch_python.dylib)
2025-03-14T04:13:59.7529270Z frame #14: void* std::__1::__thread_proxy[abi:ue170006]<std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_delete<std::__1::__thread_struct>>, void (torch::autograd::Engine::*)(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool), torch::autograd::Engine*, signed char, std::__1::shared_ptr<torch::autograd::ReadyQueue>, bool>>(void*) + 84 (0x15c416a54 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7530830Z frame #15: _pthread_start + 136 (0x191ef2f94 in libsystem_pthread.dylib)
2025-03-14T04:13:59.7531330Z frame #16: thread_start + 8 (0x191eedd34 in libsystem_pthread.dylib)
2025-03-14T04:13:59.7531630Z 
2025-03-14T04:13:59.7531640Z 
2025-03-14T04:13:59.7531840Z The above exception was the direct cause of the following exception:
2025-03-14T04:13:59.7532140Z 
2025-03-14T04:13:59.7532240Z Traceback (most recent call last):
2025-03-14T04:13:59.7533240Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 3153, in wrapper
2025-03-14T04:13:59.7533930Z     method(*args, **kwargs)
2025-03-14T04:13:59.7534700Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 454, in instantiated_test
2025-03-14T04:13:59.7535450Z     result = test(self, **param_kwargs)
2025-03-14T04:13:59.7536220Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 1612, in wrapper
2025-03-14T04:13:59.7536900Z     fn(*args, **kwargs)
2025-03-14T04:13:59.7538150Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1171, in test_wrapper
2025-03-14T04:13:59.7539050Z     raise e_tracked from e
2025-03-14T04:13:59.7539840Z Exception: Caused by sample input at index 0: SampleInput(input=Tensor[size=(5,), device="cpu", dtype=torch.float32], args=(), kwargs={}, broadcasts_input=False, name='')
2025-03-14T04:13:59.7540450Z 
2025-03-14T04:13:59.7540630Z To execute this test, run the following from the base repo dir:
2025-03-14T04:13:59.7541290Z     PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=0 python test/test_mps.py TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7541790Z 
2025-03-14T04:13:59.7542000Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2025-03-14T04:13:59.7542850Z - generated xml file: /Users/ec2-user/runner/_work/pytorch/pytorch/test/test-reports/python-pytest/test_mps/test_mps-9cdfeb0686c5bcb2.xml -
2025-03-14T04:13:59.7543570Z =========================== short test summary info ============================
2025-03-14T04:13:59.7544790Z FAILED [0.0102s] test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32 - Exception: Caused by sample input at index 0: SampleInput(input=Tensor[size=(5,), device="cpu", dtype=torch.float32], args=(), kwargs={}, broadcasts_input=False, name='')
2025-03-14T04:13:59.7545750Z 
2025-03-14T04:13:59.7545920Z To execute this test, run the following from the base repo dir:
2025-03-14T04:13:59.7546600Z     PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=0 python test/test_mps.py TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7547410Z 
2025-03-14T04:13:59.7547650Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2025-03-14T04:13:59.7548150Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!!
2025-03-14T04:13:59.7548590Z ================== 1 failed, 965 deselected, 2 rerun in 0.52s ==================
2025-03-14T04:13:59.7549320Z Got exit code 1
2025-03-14T04:13:59.7549520Z Retrying single test...
2025-03-14T04:13:59.7559370Z Test results will be stored in test-reports/python-pytest/test_mps/test_mps-e4abc1214cb67300.xml
2025-03-14T04:13:59.7559940Z ============================= test session starts ==============================
2025-03-14T04:13:59.7560690Z platform darwin -- Python 3.9.12, pytest-7.3.2, pluggy-1.5.0 -- /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3
2025-03-14T04:13:59.7561290Z cachedir: .pytest_cache
2025-03-14T04:13:59.7568520Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow]
2025-03-14T04:13:59.7579240Z rootdir: /Users/ec2-user/runner/_work/pytorch/pytorch
2025-03-14T04:13:59.7579610Z configfile: pytest.ini
2025-03-14T04:13:59.7580260Z plugins: xdoctest-1.1.0, cpp-2.3.0, rerunfailures-10.3, flakefinder-1.1.0, hypothesis-6.56.4, xdist-3.3.1, subtests-0.13.1, typeguard-4.3.0
2025-03-14T04:13:59.7581000Z collecting ... collected 6911 items / 965 deselected / 5946 selected
2025-03-14T04:13:59.7581750Z stepcurrent: skipping 228 already run items. Running only test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7582370Z Running 1 items in this shard
2025-03-14T04:13:59.7582540Z 
2025-03-14T04:13:59.7582970Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32 ('RERUN', {'yellow': True}) [0.1230s] [100%]
2025-03-14T04:13:59.7583840Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32 ('RERUN', {'yellow': True}) [0.0101s] [100%]
2025-03-14T04:13:59.7584790Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32 FAILED [0.0107s] [100%]
2025-03-14T04:13:59.7585270Z 
2025-03-14T04:13:59.7585420Z ==================================== RERUNS ====================================
2025-03-14T04:13:59.7585860Z ______ TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32 _______
2025-03-14T04:13:59.7586280Z Traceback (most recent call last):
2025-03-14T04:13:59.7587500Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1159, in test_wrapper
2025-03-14T04:13:59.7588290Z     return test(*args, **kwargs)
2025-03-14T04:13:59.7588870Z   File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/test_mps.py", line 12676, in test_output_grad_match
2025-03-14T04:13:59.7589640Z     mps_grad_inputs = torch.autograd.grad(diff_mps_out, diff_mps_arg, grad_outputs=mps_grad_outputs, allow_unused=True)
2025-03-14T04:13:59.7590600Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/__init__.py", line 502, in grad
2025-03-14T04:13:59.7591240Z     result = _engine_run_backward(
2025-03-14T04:13:59.7591980Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/graph.py", line 824, in _engine_run_backward
2025-03-14T04:13:59.7592910Z     return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
2025-03-14T04:13:59.7596110Z NotImplementedError: The operator 'aten::special_i1e.out' is not currently implemented for the MPS device. If you want this op to be considered for addition please comment on https://github.com/pytorch/pytorch/issues/141287 and mention use-case, that resulted in missing op as well as commit hash aed0b7a742a2d7b7901790622829cbd2135049a4. As a temporary fix, you can set the environment variable `PYTORCH_ENABLE_MPS_FALLBACK=1` to use the CPU as a fallback for this op. WARNING: this will be slower than running natively on MPS.
2025-03-14T04:13:59.7598940Z Exception raised from mps_error_fallback at /Users/ec2-user/runner/_work/pytorch/pytorch/aten/src/ATen/mps/MPSFallback.mm:57 (most recent call first):
2025-03-14T04:13:59.7600060Z frame #0: c10::Error::Error(c10::SourceLocation, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char>>) + 52 (0x10163fc2c in libc10.dylib)
2025-03-14T04:13:59.7602150Z frame #1: void c10::BoxedKernel::make_boxed_function<&at::mps_error_fallback(c10::OperatorHandle const&, std::__1::vector<c10::IValue, std::__1::allocator<c10::IValue>>*)>(c10::OperatorKernel*, c10::OperatorHandle const&, c10::DispatchKeySet, std::__1::vector<c10::IValue, std::__1::allocator<c10::IValue>>*) + 456 (0x113f923a4 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7604070Z frame #2: c10::impl::BoxedKernelWrapper<at::Tensor& (at::Tensor const&, at::Tensor&), void>::call(c10::BoxedKernel const&, c10::OperatorHandle const&, c10::DispatchKeySet, at::Tensor const&, at::Tensor&) + 80 (0x10fc838d8 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7605190Z frame #3: at::_ops::special_i1e_out::call(at::Tensor const&, at::Tensor&) + 412 (0x10fdac318 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7606080Z frame #4: at::(anonymous namespace)::wrapper_CompositeExplicitAutogradNonFunctional_special_i1e(at::Tensor const&) + 208 (0x1106bc72c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7608280Z frame #5: c10::impl::wrap_kernel_functor_unboxed_<c10::impl::detail::WrapFunctionIntoFunctor_<c10::CompileTimeFunctionPointer<at::Tensor (c10::DispatchKeySet, at::Tensor const&), &torch::autograd::VariableType::(anonymous namespace)::special_i1e(c10::DispatchKeySet, at::Tensor const&)>, at::Tensor, c10::guts::typelist::typelist<c10::DispatchKeySet, at::Tensor const&>>, at::Tensor (c10::DispatchKeySet, at::Tensor const&)>::call(c10::OperatorKernel*, c10::DispatchKeySet, at::Tensor const&) + 672 (0x1124a9a04 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7610240Z frame #6: at::_ops::special_i1e::call(at::Tensor const&) + 284 (0x10fdabe0c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7611280Z frame #7: torch::autograd::generated::SpecialI0EBackward0_apply_functional(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&, std::__1::array<bool, 1ul>, at::Tensor&, at::Tensor&) + 116 (0x112201920 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7612800Z frame #8: torch::autograd::generated::SpecialI0EBackward0::apply(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&) + 240 (0x11204db48 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7613860Z frame #9: torch::autograd::Node::operator()(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&) + 116 (0x113472ea4 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7615120Z frame #10: torch::autograd::Engine::evaluate_function(std::__1::shared_ptr<torch::autograd::GraphTask>&, torch::autograd::Node*, torch::autograd::InputBuffer&, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&) + 2824 (0x11346c320 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7616490Z frame #11: torch::autograd::Engine::thread_main(std::__1::shared_ptr<torch::autograd::GraphTask> const&) + 900 (0x113467f7c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7617460Z frame #12: torch::autograd::Engine::thread_init(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool) + 552 (0x113467ac0 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7618560Z frame #13: torch::autograd::python::PythonEngine::thread_init(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool) + 116 (0x102feb24c in libtorch_python.dylib)
2025-03-14T04:13:59.7620360Z frame #14: void* std::__1::__thread_proxy[abi:ue170006]<std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_delete<std::__1::__thread_struct>>, void (torch::autograd::Engine::*)(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool), torch::autograd::Engine*, signed char, std::__1::shared_ptr<torch::autograd::ReadyQueue>, bool>>(void*) + 84 (0x113476a54 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7621810Z frame #15: _pthread_start + 136 (0x191ef2f94 in libsystem_pthread.dylib)
2025-03-14T04:13:59.7622280Z frame #16: thread_start + 8 (0x191eedd34 in libsystem_pthread.dylib)
2025-03-14T04:13:59.7622570Z 
2025-03-14T04:13:59.7622580Z 
2025-03-14T04:13:59.7622770Z The above exception was the direct cause of the following exception:
2025-03-14T04:13:59.7623520Z 
2025-03-14T04:13:59.7623620Z Traceback (most recent call last):
2025-03-14T04:13:59.7624530Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 3153, in wrapper
2025-03-14T04:13:59.7625220Z     method(*args, **kwargs)
2025-03-14T04:13:59.7626020Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 454, in instantiated_test
2025-03-14T04:13:59.7627120Z     result = test(self, **param_kwargs)
2025-03-14T04:13:59.7628050Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 1612, in wrapper
2025-03-14T04:13:59.7628750Z     fn(*args, **kwargs)
2025-03-14T04:13:59.7629520Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1171, in test_wrapper
2025-03-14T04:13:59.7630270Z     raise e_tracked from e
2025-03-14T04:13:59.7631020Z Exception: Caused by sample input at index 0: SampleInput(input=Tensor[size=(5,), device="cpu", dtype=torch.float32], args=(), kwargs={}, broadcasts_input=False, name='')
2025-03-14T04:13:59.7631630Z 
2025-03-14T04:13:59.7631810Z To execute this test, run the following from the base repo dir:
2025-03-14T04:13:59.7632480Z     PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=0 python test/test_mps.py TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7632970Z 
2025-03-14T04:13:59.7633190Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2025-03-14T04:13:59.7633720Z ______ TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32 _______
2025-03-14T04:13:59.7634130Z Traceback (most recent call last):
2025-03-14T04:13:59.7634940Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1159, in test_wrapper
2025-03-14T04:13:59.7636190Z     return test(*args, **kwargs)
2025-03-14T04:13:59.7636920Z   File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/test_mps.py", line 12676, in test_output_grad_match
2025-03-14T04:13:59.7637700Z     mps_grad_inputs = torch.autograd.grad(diff_mps_out, diff_mps_arg, grad_outputs=mps_grad_outputs, allow_unused=True)
2025-03-14T04:13:59.7638660Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/__init__.py", line 502, in grad
2025-03-14T04:13:59.7639390Z     result = _engine_run_backward(
2025-03-14T04:13:59.7640150Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/graph.py", line 824, in _engine_run_backward
2025-03-14T04:13:59.7641060Z     return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
2025-03-14T04:13:59.7643590Z NotImplementedError: The operator 'aten::special_i1e.out' is not currently implemented for the MPS device. If you want this op to be considered for addition please comment on https://github.com/pytorch/pytorch/issues/141287 and mention use-case, that resulted in missing op as well as commit hash aed0b7a742a2d7b7901790622829cbd2135049a4. As a temporary fix, you can set the environment variable `PYTORCH_ENABLE_MPS_FALLBACK=1` to use the CPU as a fallback for this op. WARNING: this will be slower than running natively on MPS.
2025-03-14T04:13:59.7646080Z Exception raised from mps_error_fallback at /Users/ec2-user/runner/_work/pytorch/pytorch/aten/src/ATen/mps/MPSFallback.mm:57 (most recent call first):
2025-03-14T04:13:59.7647170Z frame #0: c10::Error::Error(c10::SourceLocation, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char>>) + 52 (0x10163fc2c in libc10.dylib)
2025-03-14T04:13:59.7648760Z frame #1: void c10::BoxedKernel::make_boxed_function<&at::mps_error_fallback(c10::OperatorHandle const&, std::__1::vector<c10::IValue, std::__1::allocator<c10::IValue>>*)>(c10::OperatorKernel*, c10::OperatorHandle const&, c10::DispatchKeySet, std::__1::vector<c10::IValue, std::__1::allocator<c10::IValue>>*) + 456 (0x113f923a4 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7651050Z frame #2: c10::impl::BoxedKernelWrapper<at::Tensor& (at::Tensor const&, at::Tensor&), void>::call(c10::BoxedKernel const&, c10::OperatorHandle const&, c10::DispatchKeySet, at::Tensor const&, at::Tensor&) + 80 (0x10fc838d8 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7652170Z frame #3: at::_ops::special_i1e_out::call(at::Tensor const&, at::Tensor&) + 412 (0x10fdac318 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7653070Z frame #4: at::(anonymous namespace)::wrapper_CompositeExplicitAutogradNonFunctional_special_i1e(at::Tensor const&) + 208 (0x1106bc72c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7655290Z frame #5: c10::impl::wrap_kernel_functor_unboxed_<c10::impl::detail::WrapFunctionIntoFunctor_<c10::CompileTimeFunctionPointer<at::Tensor (c10::DispatchKeySet, at::Tensor const&), &torch::autograd::VariableType::(anonymous namespace)::special_i1e(c10::DispatchKeySet, at::Tensor const&)>, at::Tensor, c10::guts::typelist::typelist<c10::DispatchKeySet, at::Tensor const&>>, at::Tensor (c10::DispatchKeySet, at::Tensor const&)>::call(c10::OperatorKernel*, c10::DispatchKeySet, at::Tensor const&) + 672 (0x1124a9a04 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7657280Z frame #6: at::_ops::special_i1e::call(at::Tensor const&) + 284 (0x10fdabe0c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7658310Z frame #7: torch::autograd::generated::SpecialI0EBackward0_apply_functional(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&, std::__1::array<bool, 1ul>, at::Tensor&, at::Tensor&) + 116 (0x112201920 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7659560Z frame #8: torch::autograd::generated::SpecialI0EBackward0::apply(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&) + 240 (0x11204db48 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7661400Z frame #9: torch::autograd::Node::operator()(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&) + 116 (0x113472ea4 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7662690Z frame #10: torch::autograd::Engine::evaluate_function(std::__1::shared_ptr<torch::autograd::GraphTask>&, torch::autograd::Node*, torch::autograd::InputBuffer&, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&) + 2824 (0x11346c320 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7663970Z frame #11: torch::autograd::Engine::thread_main(std::__1::shared_ptr<torch::autograd::GraphTask> const&) + 900 (0x113467f7c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7664930Z frame #12: torch::autograd::Engine::thread_init(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool) + 552 (0x113467ac0 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7665990Z frame #13: torch::autograd::python::PythonEngine::thread_init(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool) + 116 (0x102feb24c in libtorch_python.dylib)
2025-03-14T04:13:59.7667790Z frame #14: void* std::__1::__thread_proxy[abi:ue170006]<std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_delete<std::__1::__thread_struct>>, void (torch::autograd::Engine::*)(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool), torch::autograd::Engine*, signed char, std::__1::shared_ptr<torch::autograd::ReadyQueue>, bool>>(void*) + 84 (0x113476a54 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7669250Z frame #15: _pthread_start + 136 (0x191ef2f94 in libsystem_pthread.dylib)
2025-03-14T04:13:59.7669730Z frame #16: thread_start + 8 (0x191eedd34 in libsystem_pthread.dylib)
2025-03-14T04:13:59.7670020Z 
2025-03-14T04:13:59.7670030Z 
2025-03-14T04:13:59.7670220Z The above exception was the direct cause of the following exception:
2025-03-14T04:13:59.7670520Z 
2025-03-14T04:13:59.7670610Z Traceback (most recent call last):
2025-03-14T04:13:59.7671540Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 3153, in wrapper
2025-03-14T04:13:59.7672540Z     method(*args, **kwargs)
2025-03-14T04:13:59.7673350Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 454, in instantiated_test
2025-03-14T04:13:59.7679690Z     result = test(self, **param_kwargs)
2025-03-14T04:13:59.7680630Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 1612, in wrapper
2025-03-14T04:13:59.7681300Z     fn(*args, **kwargs)
2025-03-14T04:13:59.7682030Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1171, in test_wrapper
2025-03-14T04:13:59.7682730Z     raise e_tracked from e
2025-03-14T04:13:59.7683440Z Exception: Caused by sample input at index 0: SampleInput(input=Tensor[size=(5,), device="cpu", dtype=torch.float32], args=(), kwargs={}, broadcasts_input=False, name='')
2025-03-14T04:13:59.7684060Z 
2025-03-14T04:13:59.7684230Z To execute this test, run the following from the base repo dir:
2025-03-14T04:13:59.7684870Z     PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=0 python test/test_mps.py TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7685370Z 
2025-03-14T04:13:59.7685590Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2025-03-14T04:13:59.7686040Z =================================== FAILURES ===================================
2025-03-14T04:13:59.7686500Z ______ TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32 _______
2025-03-14T04:13:59.7686900Z Traceback (most recent call last):
2025-03-14T04:13:59.7687720Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1159, in test_wrapper
2025-03-14T04:13:59.7688450Z     return test(*args, **kwargs)
2025-03-14T04:13:59.7689260Z   File "/Users/ec2-user/runner/_work/pytorch/pytorch/test/test_mps.py", line 12676, in test_output_grad_match
2025-03-14T04:13:59.7690070Z     mps_grad_inputs = torch.autograd.grad(diff_mps_out, diff_mps_arg, grad_outputs=mps_grad_outputs, allow_unused=True)
2025-03-14T04:13:59.7691050Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/__init__.py", line 502, in grad
2025-03-14T04:13:59.7691690Z     result = _engine_run_backward(
2025-03-14T04:13:59.7692430Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/autograd/graph.py", line 824, in _engine_run_backward
2025-03-14T04:13:59.7693460Z     return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
2025-03-14T04:13:59.7696000Z NotImplementedError: The operator 'aten::special_i1e.out' is not currently implemented for the MPS device. If you want this op to be considered for addition please comment on https://github.com/pytorch/pytorch/issues/141287 and mention use-case, that resulted in missing op as well as commit hash aed0b7a742a2d7b7901790622829cbd2135049a4. As a temporary fix, you can set the environment variable `PYTORCH_ENABLE_MPS_FALLBACK=1` to use the CPU as a fallback for this op. WARNING: this will be slower than running natively on MPS.
2025-03-14T04:13:59.7698460Z Exception raised from mps_error_fallback at /Users/ec2-user/runner/_work/pytorch/pytorch/aten/src/ATen/mps/MPSFallback.mm:57 (most recent call first):
2025-03-14T04:13:59.7699530Z frame #0: c10::Error::Error(c10::SourceLocation, std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char>>) + 52 (0x10163fc2c in libc10.dylib)
2025-03-14T04:13:59.7701200Z frame #1: void c10::BoxedKernel::make_boxed_function<&at::mps_error_fallback(c10::OperatorHandle const&, std::__1::vector<c10::IValue, std::__1::allocator<c10::IValue>>*)>(c10::OperatorKernel*, c10::OperatorHandle const&, c10::DispatchKeySet, std::__1::vector<c10::IValue, std::__1::allocator<c10::IValue>>*) + 456 (0x113f923a4 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7703260Z frame #2: c10::impl::BoxedKernelWrapper<at::Tensor& (at::Tensor const&, at::Tensor&), void>::call(c10::BoxedKernel const&, c10::OperatorHandle const&, c10::DispatchKeySet, at::Tensor const&, at::Tensor&) + 80 (0x10fc838d8 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7704420Z frame #3: at::_ops::special_i1e_out::call(at::Tensor const&, at::Tensor&) + 412 (0x10fdac318 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7705300Z frame #4: at::(anonymous namespace)::wrapper_CompositeExplicitAutogradNonFunctional_special_i1e(at::Tensor const&) + 208 (0x1106bc72c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7707610Z frame #5: c10::impl::wrap_kernel_functor_unboxed_<c10::impl::detail::WrapFunctionIntoFunctor_<c10::CompileTimeFunctionPointer<at::Tensor (c10::DispatchKeySet, at::Tensor const&), &torch::autograd::VariableType::(anonymous namespace)::special_i1e(c10::DispatchKeySet, at::Tensor const&)>, at::Tensor, c10::guts::typelist::typelist<c10::DispatchKeySet, at::Tensor const&>>, at::Tensor (c10::DispatchKeySet, at::Tensor const&)>::call(c10::OperatorKernel*, c10::DispatchKeySet, at::Tensor const&) + 672 (0x1124a9a04 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7709620Z frame #6: at::_ops::special_i1e::call(at::Tensor const&) + 284 (0x10fdabe0c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7710710Z frame #7: torch::autograd::generated::SpecialI0EBackward0_apply_functional(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&, std::__1::array<bool, 1ul>, at::Tensor&, at::Tensor&) + 116 (0x112201920 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7711960Z frame #8: torch::autograd::generated::SpecialI0EBackward0::apply(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&) + 240 (0x11204db48 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7712950Z frame #9: torch::autograd::Node::operator()(std::__1::vector<at::Tensor, std::__1::allocator<at::Tensor>>&&) + 116 (0x113472ea4 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7714350Z frame #10: torch::autograd::Engine::evaluate_function(std::__1::shared_ptr<torch::autograd::GraphTask>&, torch::autograd::Node*, torch::autograd::InputBuffer&, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&) + 2824 (0x11346c320 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7715910Z frame #11: torch::autograd::Engine::thread_main(std::__1::shared_ptr<torch::autograd::GraphTask> const&) + 900 (0x113467f7c in libtorch_cpu.dylib)
2025-03-14T04:13:59.7716940Z frame #12: torch::autograd::Engine::thread_init(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool) + 552 (0x113467ac0 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7717970Z frame #13: torch::autograd::python::PythonEngine::thread_init(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool) + 116 (0x102feb24c in libtorch_python.dylib)
2025-03-14T04:13:59.7719710Z frame #14: void* std::__1::__thread_proxy[abi:ue170006]<std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_delete<std::__1::__thread_struct>>, void (torch::autograd::Engine::*)(int, std::__1::shared_ptr<torch::autograd::ReadyQueue> const&, bool), torch::autograd::Engine*, signed char, std::__1::shared_ptr<torch::autograd::ReadyQueue>, bool>>(void*) + 84 (0x113476a54 in libtorch_cpu.dylib)
2025-03-14T04:13:59.7721130Z frame #15: _pthread_start + 136 (0x191ef2f94 in libsystem_pthread.dylib)
2025-03-14T04:13:59.7721590Z frame #16: thread_start + 8 (0x191eedd34 in libsystem_pthread.dylib)
2025-03-14T04:13:59.7721860Z 
2025-03-14T04:13:59.7721860Z 
2025-03-14T04:13:59.7722050Z The above exception was the direct cause of the following exception:
2025-03-14T04:13:59.7722340Z 
2025-03-14T04:13:59.7722430Z Traceback (most recent call last):
2025-03-14T04:13:59.7723270Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 3153, in wrapper
2025-03-14T04:13:59.7723970Z     method(*args, **kwargs)
2025-03-14T04:13:59.7725020Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 454, in instantiated_test
2025-03-14T04:13:59.7725750Z     result = test(self, **param_kwargs)
2025-03-14T04:13:59.7726520Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_utils.py", line 1612, in wrapper
2025-03-14T04:13:59.7727170Z     fn(*args, **kwargs)
2025-03-14T04:13:59.7727890Z   File "/Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/lib/python3.9/site-packages/torch/testing/_internal/common_device_type.py", line 1171, in test_wrapper
2025-03-14T04:13:59.7728580Z     raise e_tracked from e
2025-03-14T04:13:59.7729290Z Exception: Caused by sample input at index 0: SampleInput(input=Tensor[size=(5,), device="cpu", dtype=torch.float32], args=(), kwargs={}, broadcasts_input=False, name='')
2025-03-14T04:13:59.7729890Z 
2025-03-14T04:13:59.7730050Z To execute this test, run the following from the base repo dir:
2025-03-14T04:13:59.7730710Z     PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=0 python test/test_mps.py TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7731180Z 
2025-03-14T04:13:59.7731400Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2025-03-14T04:13:59.7732200Z - generated xml file: /Users/ec2-user/runner/_work/pytorch/pytorch/test/test-reports/python-pytest/test_mps/test_mps-e4abc1214cb67300.xml -
2025-03-14T04:13:59.7732880Z =========================== short test summary info ============================
2025-03-14T04:13:59.7734030Z FAILED [0.0107s] test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32 - Exception: Caused by sample input at index 0: SampleInput(input=Tensor[size=(5,), device="cpu", dtype=torch.float32], args=(), kwargs={}, broadcasts_input=False, name='')
2025-03-14T04:13:59.7734940Z 
2025-03-14T04:13:59.7735110Z To execute this test, run the following from the base repo dir:
2025-03-14T04:13:59.7736000Z     PYTORCH_OPINFO_SAMPLE_INPUT_INDEX=0 python test/test_mps.py TestConsistencyCPU.test_output_grad_match_special_i0e_cpu_float32
2025-03-14T04:13:59.7736510Z 
2025-03-14T04:13:59.7736730Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
2025-03-14T04:13:59.7737190Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!!
2025-03-14T04:13:59.7737610Z ================== 1 failed, 965 deselected, 2 rerun in 0.39s ==================
2025-03-14T04:13:59.7737950Z Got exit code 1
2025-03-14T04:13:59.7738150Z Stopping at first consistent failure
2025-03-14T04:13:59.7738830Z The following tests failed consistently: ['test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float32']
2025-03-14T04:13:59.7739300Z 
2025-03-14T04:13:59.7739630Z FINISHED PRINTING LOG FILE of test_mps 2/7 (test/test-reports/test_mps_2.7_d1d43bfcc9b3ce1b_.log)
2025-03-14T04:13:59.7740010Z 
2025-03-14T04:13:59.7740080Z test_mps 2/7 failed!
2025-03-14T04:13:59.7740400Z Running test batch 'tests to run' cost 769.46 seconds
2025-03-14T04:13:59.7740710Z Emiting td_test_failure_stats_v2
2025-03-14T04:14:01.6628020Z test_mps 2/7 failed!
2025-03-14T04:14:01.6700580Z Writing 1 documents to S3 ossci-raw-job-status/ossci_uploaded_metrics/td_test_failure_stats_v2_1741925639_c162f99c008a11f0bdb0baa9f40c3174
2025-03-14T04:14:01.6701720Z Done! Finish writing document to S3 ossci-raw-job-status/ossci_uploaded_metrics/td_test_failure_stats_v2_1741925639_c162f99c008a11f0bdb0baa9f40c3174 
2025-03-14T04:14:02.5920050Z ERROR conda.cli.main_run:execute(125): `conda run python3 test/run_test.py --mps --verbose` failed. (See above for error)
2025-03-14T04:14:02.9974080Z ##[error]Process completed with exit code 1.
2025-03-14T04:14:03.0840080Z ##[group]Run cat test/**/*_toprint.log || true
2025-03-14T04:14:03.0840530Z cat test/**/*_toprint.log || true
2025-03-14T04:14:03.2058660Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2025-03-14T04:14:03.2059180Z env:
2025-03-14T04:14:03.2060050Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:14:03.2061100Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:14:03.2061610Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:03.2062140Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:03.2062990Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output
2025-03-14T04:14:03.2064300Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:03.2064990Z ##[endgroup]
2025-03-14T04:14:03.7741670Z Test results will be stored in test-reports/python-pytest/test_mps/test_mps-bb40cb13d5e3e25b.xml
2025-03-14T04:14:03.7742430Z ============================= test session starts ==============================
2025-03-14T04:14:03.7743310Z platform darwin -- Python 3.9.12, pytest-7.3.2, pluggy-1.5.0 -- /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3
2025-03-14T04:14:03.7743930Z cachedir: .pytest_cache
2025-03-14T04:14:03.7744700Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow]
2025-03-14T04:14:03.7748100Z rootdir: /Users/ec2-user/runner/_work/pytorch/pytorch
2025-03-14T04:14:03.7748520Z configfile: pytest.ini
2025-03-14T04:14:03.7749320Z plugins: xdoctest-1.1.0, cpp-2.3.0, rerunfailures-10.3, flakefinder-1.1.0, hypothesis-6.56.4, xdist-3.3.1, subtests-0.13.1, typeguard-4.3.0
2025-03-14T04:14:03.7750130Z collecting ... collected 6911 items / 1 deselected / 6910 selected
2025-03-14T04:14:03.7750610Z stepcurrent: Cannot find last run test, not skipping
2025-03-14T04:14:03.8053840Z Running 1040 items in this shard: test/test_mps.py::MatmulTest::test_large_matmul, test/test_mps.py::MatmulTest::test_matrix_x_vector, test/test_mps.py::MPSLeakyReluTest::testNpLeakyRelu, test/test_mps.py::TestMPS::test_add_sub, test/test_mps.py::TestMPS::test_addr, test/test_mps.py::TestMPS::test_amin, test/test_mps.py::TestMPS::test_batch_norm, test/test_mps.py::TestMPS::test_bincount_reduction, test/test_mps.py::TestMPS::test_bincount_simple, test/test_mps.py::TestMPS::test_bool_expand, test/test_mps.py::TestMPS::test_clamp_min, test/test_mps.py::TestMPS::test_copy_large, test/test_mps.py::TestMPS::test_cross_entropy_loss, test/test_mps.py::TestMPS::test_cumsum_all_dtypes, test/test_mps.py::TestMPS::test_expand_cpu_to_mps_copy, test/test_mps.py::TestMPS::test_ge_scalar, test/test_mps.py::TestMPS::test_gelu, test/test_mps.py::TestMPS::test_im2col, test/test_mps.py::TestMPS::test_index_add, test/test_mps.py::TestMPS::test_l1_loss, test/test_mps.py::TestMPS::test_le_scalar, test/test_mps.py::TestMPS::test_linalg_solve, test/test_mps.py::TestMPS::test_linalg_solve_with_broadcasting, test/test_mps.py::TestMPS::test_linear3D_no_bias_backward, test/test_mps.py::TestMPS::test_linspace, test/test_mps.py::TestMPS::test_log, test/test_mps.py::TestMPS::test_log1p, test/test_mps.py::TestMPS::test_log_softmax, test/test_mps.py::TestMPS::test_logaddexp, test/test_mps.py::TestMPS::test_masked_fill, test/test_mps.py::TestMPS::test_minimum_maximum_nan_propagation, test/test_mps.py::TestMPS::test_mps_generator, test/test_mps.py::TestMPS::test_mse_loss_unsupported_types, test/test_mps.py::TestMPS::test_non_dense_in_storage_unary_ops, test/test_mps.py::TestMPS::test_normal, test/test_mps.py::TestMPS::test_pow, test/test_mps.py::TestMPS::test_prod, test/test_mps.py::TestMPS::test_randperm, test/test_mps.py::TestMPS::test_reciprocal, test/test_mps.py::TestMPS::test_remainder, test/test_mps.py::TestMPS::test_reshape_storage_offset, test/test_mps.py::TestMPS::test_slice, test/test_mps.py::TestMPS::test_slice_reshape, test/test_mps.py::TestMPS::test_softmax, test/test_mps.py::TestMPS::test_stack_storage_offset, test/test_mps.py::TestMPS::test_tril, test/test_mps.py::TestMPS::test_var_simple, test/test_mps.py::TestMPS::test_view_slice_reshape, test/test_mps.py::TestLogical::test_logical_and, test/test_mps.py::TestLogical::test_min_max_float32, test/test_mps.py::TestNNMPS::test_conv2d_valid_padding, test/test_mps.py::TestNNMPS::test_permute, test/test_mps.py::TestPad::test_constant_pad, test/test_mps.py::TestSDPA::test_sdpa_mask_fp16_L6, test/test_mps.py::TestSDPA::test_sdpa_mask_fp16_L6_S17_NH23_HS121, test/test_mps.py::TestViewOpsMPS::test_T, test/test_mps.py::TestViewOpsMPS::test_expand, test/test_mps.py::TestViewOpsMPS::test_expand_view, test/test_mps.py::TestViewOpsMPS::test_flatten_view, test/test_mps.py::TestViewOpsMPS::test_memory_format_resize_as, test/test_mps.py::TestViewOpsMPS::test_python_types, 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test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_put_accumulate_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match__upsample_bilinear2d_aa_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_abs_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_addcdiv_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_addcdiv_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_addcmul_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_addmv_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_partial_views_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_scatter_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_asin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_3d_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_baddbmm_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_baddbmm_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_left_shift_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_not_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_right_shift_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_right_shift_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_xor_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bmm_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_ceil_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_ceil_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_ceil_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_chalf_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_chalf_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_chalf_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cholesky_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cholesky_solve_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_max_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_copysign_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_corrcoef_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_corrcoef_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_dist_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_dist_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_div_floor_rounding_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_div_no_rounding_mode_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_div_no_rounding_mode_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_div_trunc_rounding_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_div_trunc_rounding_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_strided_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_erf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_erfc_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_erfc_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftn_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfftn_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfftn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfftn_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_float_power_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fmin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fmin_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fmod_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_frexp_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_gcd_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_ge_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_geqrf_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_geqrf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_gradient_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_gradient_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_grid_sampler_2d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_grid_sampler_2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_gt_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_gt_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_half_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_half_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_heaviside_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_histc_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_histogram_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_hstack_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_hstack_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_hypot_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_i0_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_i0_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_imag_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_fill_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_fill_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_mean_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_prod_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_isclose_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_isfinite_cpu_bool, 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test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_matrix_rank_hermitian_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_multi_dot_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_multi_dot_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_solve_ex_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_svd_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_svdvals_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vector_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_tensor_overload_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_tensor_overload_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_tensor_overload_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_tensor_overload_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_log1p_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_log1p_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_log_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_log_softmax_with_dtype_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_log_softmax_with_dtype_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_logaddexp2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_logaddexp_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_logaddexp_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_logaddexp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_logcumsumexp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_and_cpu_int32, 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test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_tensor_overload_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_logsumexp_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_long_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_long_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_long_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_long_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_lt_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_lt_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_lt_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_lu_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_lu_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_mH_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_mH_cpu_int8, 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test/test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logsumexp_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_median_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_prod_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_softmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_softmin_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_softmin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_matmul_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_no_dim_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_no_dim_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_with_dim_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_with_dim_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_with_dim_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_maximum_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_mean_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_variadic_tensors_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_variadic_tensors_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_min_binary_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_no_dim_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_minimum_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_minimum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_mm_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_mm_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_mode_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_msort_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_multinomial_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_mv_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_mv_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_mv_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_3_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_3_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_3_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_3_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nan_to_num_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nan_to_num_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nan_to_num_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nan_to_num_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmean_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmedian_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nansum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_native_batch_norm_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_native_batch_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_native_dropout_backward_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_native_layer_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ne_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_ne_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_neg_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_new_empty_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_new_empty_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_new_empty_strided_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_new_empty_strided_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_new_full_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_new_full_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_new_ones_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_new_ones_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_new_ones_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_new_zeros_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_new_zeros_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_avg_pool1d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_avg_pool3d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_max_pool2d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_alpha_dropout_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_alpha_dropout_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_binary_cross_entropy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_celu_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_channel_shuffle_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv1d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv2d_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv3d_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv3d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv_transpose2d_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv_transpose3d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_cosine_embedding_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_cosine_embedding_loss_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_dropout_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_elu_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_elu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_fractional_max_pool2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_fractional_max_pool3d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_gaussian_nll_loss_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_gelu_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_gelu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_hardsigmoid_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_hardswish_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_huber_loss_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_linear_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_nearest_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_layer_norm_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_margin_ranking_loss_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_margin_ranking_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_pool2d_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_pool3d_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_pool3d_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_unpool2d_grad_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_unpool3d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_mish_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_mse_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_nll_loss_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_one_hot_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_constant_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_reflect_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_reflect_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pixel_shuffle_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pixel_unshuffle_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pixel_unshuffle_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_poisson_nll_loss_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_relu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_relu_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_relu_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_rrelu_cpu_bfloat16, 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test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_t_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_u_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_v_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_w_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_entr_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_hermite_polynomial_he_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i0e_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_laguerre_polynomial_l_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_legendre_polynomial_p_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_legendre_polynomial_p_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_log_ndtr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_log_ndtr_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_i0_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_i1_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_i1_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k1_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k1_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_polygamma_special_polygamma_n_0_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k0_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k1_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_t_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_u_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_w_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_spherical_bessel_j0_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_xlog1py_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_zeta_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_split_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_split_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_split_list_args_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_stack_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_stack_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_stack_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_std_mean_unbiased_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_std_mean_unbiased_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_std_mean_unbiased_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_std_unbiased_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_sub_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_sub_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_to_size_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_to_size_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_take_along_dim_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_take_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_take_cpu_int8, 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test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_trapezoid_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_trapezoid_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_trapz_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_trapz_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_trapz_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_indices_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_indices_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_trunc_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_consecutive_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_chunk_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_chunk_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_chunk_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_split_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_split_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_split_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_split_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_var_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_var_mean_unbiased_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_complex_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_view_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_view_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_view_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_vstack_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_where_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_xlogy_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_xlogy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_xlogy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_zero__cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_like_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_like_cpu_int64, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_bitwise_right_shift_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_clamp_min_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_dstack_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_eye_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_hfft2_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_ihfft2_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_rfftn_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_flipud_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_gcd_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_item_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_jiterator_binary_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_linalg_diagonal_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_log_normal_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_logical_and_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_masked_scatter_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nextafter_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_adaptive_avg_pool2d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_conv1d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_group_norm_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_multilabel_margin_loss_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_prelu_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_roll_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_scatter_add_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_cosine_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_gaussian_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_hamming_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_hann_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_chebyshev_polynomial_t_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_t_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_true_divide_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_vstack_mps, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_addbmm_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_aminmax_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_argwhere_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_broadcast_shapes_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_diff_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_flatten_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_jiterator_2inputs_2outputs_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_linalg_tensorinv_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_linalg_tensorsolve_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_native_layer_norm_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_nn_functional_conv_transpose3d_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_roll_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_squeeze_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_view_copy_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_where_mps_float32, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_complex64, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_uint8, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_1_n_64_q_group_64_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_32_n_48_q_group_32_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_32_n_48_q_group_64_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_32_n_64_q_group_64_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_32_k_32_n_32_mps, test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_32_k_64_n_64_mps, test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_64_k_32_n_64_mps
2025-03-14T04:14:03.8321190Z 
2025-03-14T04:14:03.8321780Z test_mps.py::MatmulTest::test_large_matmul PASSED [0.0216s]              [  0%]
2025-03-14T04:14:03.8322430Z test_mps.py::MatmulTest::test_matrix_x_vector PASSED [0.1007s]           [  0%]
2025-03-14T04:14:03.8323000Z test_mps.py::MPSLeakyReluTest::testNpLeakyRelu PASSED [0.0015s]          [  0%]
2025-03-14T04:14:03.8323530Z test_mps.py::TestMPS::test_add_sub PASSED [0.3036s]                      [  0%]
2025-03-14T04:14:03.8324140Z test_mps.py::TestMPS::test_addr PASSED [0.0098s]                         [  0%]
2025-03-14T04:14:03.8324750Z test_mps.py::TestMPS::test_amin PASSED [0.1913s]                         [  0%]
2025-03-14T04:14:03.8325340Z test_mps.py::TestMPS::test_batch_norm PASSED [1.1945s]                   [  0%]
2025-03-14T04:14:03.8325890Z test_mps.py::TestMPS::test_bincount_reduction PASSED [0.2419s]           [  0%]
2025-03-14T04:14:03.8347060Z test_mps.py::TestMPS::test_bincount_simple PASSED [0.0218s]              [  0%]
2025-03-14T04:14:03.8347640Z test_mps.py::TestMPS::test_bool_expand PASSED [0.0153s]                  [  0%]
2025-03-14T04:14:03.8348130Z test_mps.py::TestMPS::test_clamp_min PASSED [0.0454s]                    [  1%]
2025-03-14T04:14:03.8348850Z test_mps.py::TestMPS::test_copy_large PASSED [30.2390s]                  [  1%]
2025-03-14T04:14:03.8349330Z test_mps.py::TestMPS::test_cross_entropy_loss PASSED [1.0678s]           [  1%]
2025-03-14T04:14:03.8349810Z test_mps.py::TestMPS::test_cumsum_all_dtypes PASSED [0.1602s]            [  1%]
2025-03-14T04:14:03.8350310Z test_mps.py::TestMPS::test_expand_cpu_to_mps_copy PASSED [0.0076s]       [  1%]
2025-03-14T04:14:03.8350800Z test_mps.py::TestMPS::test_ge_scalar PASSED [0.0235s]                    [  1%]
2025-03-14T04:14:03.8351280Z test_mps.py::TestMPS::test_gelu PASSED [0.1261s]                         [  1%]
2025-03-14T04:14:03.8351770Z test_mps.py::TestMPS::test_im2col PASSED [0.2023s]                       [  1%]
2025-03-14T04:14:03.8352260Z test_mps.py::TestMPS::test_index_add PASSED [0.4336s]                    [  1%]
2025-03-14T04:14:03.8352760Z test_mps.py::TestMPS::test_l1_loss PASSED [0.2017s]                      [  1%]
2025-03-14T04:14:03.8353250Z test_mps.py::TestMPS::test_le_scalar PASSED [0.0360s]                    [  2%]
2025-03-14T04:14:03.8353750Z test_mps.py::TestMPS::test_linalg_solve PASSED [4.9408s]                 [  2%]
2025-03-14T04:14:03.8354270Z test_mps.py::TestMPS::test_linalg_solve_with_broadcasting PASSED [0.0078s] [  2%]
2025-03-14T04:14:03.8354790Z test_mps.py::TestMPS::test_linear3D_no_bias_backward PASSED [0.1432s]    [  2%]
2025-03-14T04:14:03.8355300Z test_mps.py::TestMPS::test_linspace PASSED [0.1418s]                     [  2%]
2025-03-14T04:14:03.8355790Z test_mps.py::TestMPS::test_log PASSED [0.0155s]                          [  2%]
2025-03-14T04:14:03.8356350Z test_mps.py::TestMPS::test_log1p PASSED [0.0133s]                        [  2%]
2025-03-14T04:14:03.8356880Z test_mps.py::TestMPS::test_log_softmax PASSED [0.1851s]                  [  2%]
2025-03-14T04:14:03.8357380Z test_mps.py::TestMPS::test_logaddexp PASSED [0.0364s]                    [  2%]
2025-03-14T04:14:03.8357890Z test_mps.py::TestMPS::test_masked_fill PASSED [0.0837s]                  [  2%]
2025-03-14T04:14:03.8358410Z test_mps.py::TestMPS::test_minimum_maximum_nan_propagation PASSED [0.8089s] [  2%]
2025-03-14T04:14:03.8358930Z test_mps.py::TestMPS::test_mps_generator PASSED [0.0190s]                [  3%]
2025-03-14T04:14:03.8359440Z test_mps.py::TestMPS::test_mse_loss_unsupported_types PASSED [0.0930s]   [  3%]
2025-03-14T04:14:03.8359970Z test_mps.py::TestMPS::test_non_dense_in_storage_unary_ops PASSED [0.1870s] [  3%]
2025-03-14T04:14:03.8360480Z test_mps.py::TestMPS::test_normal PASSED [0.1858s]                       [  3%]
2025-03-14T04:14:03.8360950Z test_mps.py::TestMPS::test_pow PASSED [0.0416s]                          [  3%]
2025-03-14T04:14:03.8361420Z test_mps.py::TestMPS::test_prod PASSED [0.9583s]                         [  3%]
2025-03-14T04:14:03.8361910Z test_mps.py::TestMPS::test_randperm PASSED [3.1982s]                     [  3%]
2025-03-14T04:14:03.8362390Z test_mps.py::TestMPS::test_reciprocal PASSED [0.0458s]                   [  3%]
2025-03-14T04:14:03.8362890Z test_mps.py::TestMPS::test_remainder PASSED [0.0956s]                    [  3%]
2025-03-14T04:14:03.8363870Z test_mps.py::TestMPS::test_reshape_storage_offset PASSED [0.1431s]       [  3%]
2025-03-14T04:14:03.8364380Z test_mps.py::TestMPS::test_slice PASSED [0.0041s]                        [  4%]
2025-03-14T04:14:03.8364880Z test_mps.py::TestMPS::test_slice_reshape PASSED [0.0654s]                [  4%]
2025-03-14T04:14:03.8365380Z test_mps.py::TestMPS::test_softmax PASSED [0.2455s]                      [  4%]
2025-03-14T04:14:03.8365870Z test_mps.py::TestMPS::test_stack_storage_offset PASSED [0.0552s]         [  4%]
2025-03-14T04:14:03.8366370Z test_mps.py::TestMPS::test_tril PASSED [0.0700s]                         [  4%]
2025-03-14T04:14:03.8367290Z test_mps.py::TestMPS::test_var_simple PASSED [0.2557s]                   [  4%]
2025-03-14T04:14:03.8367860Z test_mps.py::TestMPS::test_view_slice_reshape PASSED [0.0226s]           [  4%]
2025-03-14T04:14:03.8368590Z test_mps.py::TestLogical::test_logical_and PASSED [0.1444s]              [  4%]
2025-03-14T04:14:03.8369120Z test_mps.py::TestLogical::test_min_max_float32 PASSED [0.0504s]          [  4%]
2025-03-14T04:14:03.8369610Z test_mps.py::TestNNMPS::test_conv2d_valid_padding PASSED [0.0779s]       [  4%]
2025-03-14T04:14:03.8370100Z test_mps.py::TestNNMPS::test_permute PASSED [0.0037s]                    [  5%]
2025-03-14T04:14:03.8370600Z test_mps.py::TestPad::test_constant_pad PASSED [0.0333s]                 [  5%]
2025-03-14T04:14:03.8371100Z test_mps.py::TestSDPA::test_sdpa_mask_fp16_L6 PASSED [0.1469s]           [  5%]
2025-03-14T04:14:03.8373100Z test_mps.py::TestSDPA::test_sdpa_mask_fp16_L6_S17_NH23_HS121 SKIPPED [0.0008s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/138905 for platform(s) mac, macos. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [  5%]
2025-03-14T04:14:03.8374760Z test_mps.py::TestViewOpsMPS::test_T PASSED [0.0168s]                     [  5%]
2025-03-14T04:14:03.8375280Z test_mps.py::TestViewOpsMPS::test_expand PASSED [0.1121s]                [  5%]
2025-03-14T04:14:03.8375780Z test_mps.py::TestViewOpsMPS::test_expand_view PASSED [0.0141s]           [  5%]
2025-03-14T04:14:03.8376290Z test_mps.py::TestViewOpsMPS::test_flatten_view PASSED [0.0242s]          [  5%]
2025-03-14T04:14:03.8376860Z test_mps.py::TestViewOpsMPS::test_memory_format_resize_as PASSED [0.0295s] [  5%]
2025-03-14T04:14:03.8377380Z test_mps.py::TestViewOpsMPS::test_python_types PASSED [0.0076s]          [  5%]
2025-03-14T04:14:03.8377890Z test_mps.py::TestViewOpsMPS::test_reshape_view PASSED [0.0086s]          [  5%]
2025-03-14T04:14:03.8378450Z test_mps.py::TestViewOpsMPS::test_resize_as_preserves_strides PASSED [0.0014s] [  6%]
2025-03-14T04:14:03.8379100Z test_mps.py::TestViewOpsMPS::test_t_inplace_view PASSED [0.0026s]        [  6%]
2025-03-14T04:14:03.8379620Z test_mps.py::TestViewOpsMPS::test_transpose_view PASSED [0.0064s]        [  6%]
2025-03-14T04:14:03.8380130Z test_mps.py::TestViewOpsMPS::test_unsqueeze_inplace_view PASSED [0.0025s] [  6%]
2025-03-14T04:14:03.8380660Z test_mps.py::TestConvolutionMPS::test_conv1d_channels_last PASSED [0.1800s] [  6%]
2025-03-14T04:14:03.8381240Z test_mps.py::TestConvolutionMPS::test_conv_backward_1d_channels_last PASSED [2.2392s] [  6%]
2025-03-14T04:14:03.8381850Z test_mps.py::TestAdvancedIndexing::test_bool_indices_accumulate PASSED [0.0381s] [  6%]
2025-03-14T04:14:03.8382440Z test_mps.py::TestAdvancedIndexing::test_index_put_src_datatype PASSED [0.0179s] [  6%]
2025-03-14T04:14:03.8383000Z test_mps.py::TestAdvancedIndexing::test_multiple_byte_mask PASSED [0.0927s] [  6%]
2025-03-14T04:14:03.8383550Z test_mps.py::TestAdvancedIndexing::test_nextafter PASSED [0.3832s]       [  6%]
2025-03-14T04:14:03.8384270Z test_mps.py::TestAdvancedIndexing::test_set_item_to_scalar_tensor PASSED [0.0244s] [  7%]
2025-03-14T04:14:03.8384940Z test_mps.py::TestAdvancedIndexing::test_setitem_expansion_error PASSED [0.0159s] [  7%]
2025-03-14T04:14:03.8385470Z test_mps.py::TestAdvancedIndexing::test_step PASSED [0.0055s]            [  7%]
2025-03-14T04:14:03.8386060Z test_mps.py::TestConsistencyCPU::test_output_grad_match___radd___cpu_float32 PASSED [0.2462s] [  7%]
2025-03-14T04:14:03.8386790Z test_mps.py::TestConsistencyCPU::test_output_grad_match___rdiv___cpu_float32 PASSED [0.2365s] [  7%]
2025-03-14T04:14:03.8387540Z test_mps.py::TestConsistencyCPU::test_output_grad_match___rmatmul___cpu_float32 PASSED [0.6688s] [  7%]
2025-03-14T04:14:03.8388250Z test_mps.py::TestConsistencyCPU::test_output_grad_match___rmod___cpu_float16 PASSED [0.3655s] [  7%]
2025-03-14T04:14:03.8389310Z test_mps.py::TestConsistencyCPU::test_output_grad_match___rmod___cpu_float32 PASSED [0.2531s] [  7%]
2025-03-14T04:14:03.8390110Z test_mps.py::TestConsistencyCPU::test_output_grad_match___rpow___cpu_float32 PASSED [0.3871s] [  7%]
2025-03-14T04:14:03.8391040Z test_mps.py::TestConsistencyCPU::test_output_grad_match_acosh_cpu_float16 PASSED [0.1309s] [  7%]
2025-03-14T04:14:03.8391790Z test_mps.py::TestConsistencyCPU::test_output_grad_match_addmm_decomposed_cpu_float16 PASSED [0.1022s] [  7%]
2025-03-14T04:14:03.8392480Z test_mps.py::TestConsistencyCPU::test_output_grad_match_addr_cpu_float32 PASSED [0.1171s] [  8%]
2025-03-14T04:14:03.8393210Z test_mps.py::TestConsistencyCPU::test_output_grad_match_alias_copy_cpu_float32 PASSED [0.0115s] [  8%]
2025-03-14T04:14:03.8403670Z test_mps.py::TestConsistencyCPU::test_output_grad_match_angle_cpu_float16 PASSED [0.0273s] [  8%]
2025-03-14T04:14:03.8404440Z test_mps.py::TestConsistencyCPU::test_output_grad_match_angle_cpu_float32 PASSED [0.0134s] [  8%]
2025-03-14T04:14:03.8414820Z test_mps.py::TestConsistencyCPU::test_output_grad_match_argsort_cpu_float16 XFAIL [0.0351s] [  8%]
2025-03-14T04:14:03.8415820Z test_mps.py::TestConsistencyCPU::test_output_grad_match_as_strided_cpu_float16 PASSED [0.0542s] [  8%]
2025-03-14T04:14:03.8416600Z test_mps.py::TestConsistencyCPU::test_output_grad_match_as_strided_cpu_float32 PASSED [0.0208s] [  8%]
2025-03-14T04:14:03.8417360Z test_mps.py::TestConsistencyCPU::test_output_grad_match_as_strided_partial_views_cpu_float32 XFAIL [0.0105s] [  8%]
2025-03-14T04:14:03.8418140Z test_mps.py::TestConsistencyCPU::test_output_grad_match_baddbmm_cpu_float16 PASSED [1.1484s] [  8%]
2025-03-14T04:14:03.8418880Z test_mps.py::TestConsistencyCPU::test_output_grad_match_bernoulli_cpu_float32 XFAIL [0.0638s] [  8%]
2025-03-14T04:14:03.8419650Z test_mps.py::TestConsistencyCPU::test_output_grad_match_block_diag_cpu_float32 PASSED [0.0302s] [  9%]
2025-03-14T04:14:03.8420370Z test_mps.py::TestConsistencyCPU::test_output_grad_match_bmm_cpu_float32 PASSED [0.0243s] [  9%]
2025-03-14T04:14:03.8431230Z test_mps.py::TestConsistencyCPU::test_output_grad_match_bool_cpu_float16 PASSED [0.0593s] [  9%]
2025-03-14T04:14:03.8432060Z test_mps.py::TestConsistencyCPU::test_output_grad_match_broadcast_shapes_cpu_float32 PASSED [0.0047s] [  9%]
2025-03-14T04:14:03.8432800Z test_mps.py::TestConsistencyCPU::test_output_grad_match_broadcast_to_cpu_float16 PASSED [0.0967s] [  9%]
2025-03-14T04:14:03.8433520Z test_mps.py::TestConsistencyCPU::test_output_grad_match_byte_cpu_float16 PASSED [0.0296s] [  9%]
2025-03-14T04:14:03.8434190Z test_mps.py::TestConsistencyCPU::test_output_grad_match_chunk_cpu_float32 PASSED [0.0349s] [  9%]
2025-03-14T04:14:03.8435030Z test_mps.py::TestConsistencyCPU::test_output_grad_match_clamp_cpu_float16 PASSED [0.5962s] [  9%]
2025-03-14T04:14:03.8435690Z test_mps.py::TestConsistencyCPU::test_output_grad_match_clamp_cpu_float32 PASSED [0.4169s] [  9%]
2025-03-14T04:14:03.8436510Z test_mps.py::TestConsistencyCPU::test_output_grad_match_contiguous_cpu_float16 PASSED [0.0074s] [  9%]
2025-03-14T04:14:03.8437210Z test_mps.py::TestConsistencyCPU::test_output_grad_match_cos_cpu_float32 PASSED [0.0577s] [ 10%]
2025-03-14T04:14:03.8437980Z test_mps.py::TestConsistencyCPU::test_output_grad_match_cosh_cpu_float32 PASSED [0.0775s] [ 10%]
2025-03-14T04:14:03.8438690Z test_mps.py::TestConsistencyCPU::test_output_grad_match_cummax_cpu_float32 XFAIL [0.0138s] [ 10%]
2025-03-14T04:14:03.8439460Z test_mps.py::TestConsistencyCPU::test_output_grad_match_cummin_cpu_float32 XFAIL [0.0050s] [ 10%]
2025-03-14T04:14:03.8440330Z test_mps.py::TestConsistencyCPU::test_output_grad_match_cumulative_trapezoid_cpu_float32 PASSED [0.4790s] [ 10%]
2025-03-14T04:14:03.8441130Z test_mps.py::TestConsistencyCPU::test_output_grad_match_deg2rad_cpu_float32 PASSED [0.0107s] [ 10%]
2025-03-14T04:14:03.8441820Z test_mps.py::TestConsistencyCPU::test_output_grad_match_diagflat_cpu_float32 PASSED [0.0181s] [ 10%]
2025-03-14T04:14:03.8443090Z test_mps.py::TestConsistencyCPU::test_output_grad_match_dist_cpu_float16 PASSED [1.6831s] [ 10%]
2025-03-14T04:14:03.8443940Z test_mps.py::TestConsistencyCPU::test_output_grad_match_div_trunc_rounding_cpu_float16 XFAIL [0.0069s] [ 10%]
2025-03-14T04:14:03.8444650Z test_mps.py::TestConsistencyCPU::test_output_grad_match_dsplit_cpu_float32 PASSED [0.0251s] [ 10%]
2025-03-14T04:14:03.8445760Z test_mps.py::TestConsistencyCPU::test_output_grad_match_empty_like_cpu_float32 SKIPPED [0.0002s] (Skipping empty ops.) [ 10%]
2025-03-14T04:14:03.8446670Z test_mps.py::TestConsistencyCPU::test_output_grad_match_empty_strided_cpu_float32 SKIPPED [0.0001s] (Skipping empty ops.) [ 11%]
2025-03-14T04:14:03.8456880Z test_mps.py::TestConsistencyCPU::test_output_grad_match_eq_cpu_float32 PASSED [0.0774s] [ 11%]
2025-03-14T04:14:03.8457600Z test_mps.py::TestConsistencyCPU::test_output_grad_match_exp2_cpu_float32 PASSED [0.0555s] [ 11%]
2025-03-14T04:14:03.8458270Z test_mps.py::TestConsistencyCPU::test_output_grad_match_expand_cpu_float32 PASSED [0.0792s] [ 11%]
2025-03-14T04:14:03.8459040Z test_mps.py::TestConsistencyCPU::test_output_grad_match_fft_fft2_cpu_float32 PASSED [0.2777s] [ 11%]
2025-03-14T04:14:03.8468900Z test_mps.py::TestConsistencyCPU::test_output_grad_match_fft_ifftn_cpu_float32 PASSED [0.2855s] [ 11%]
2025-03-14T04:14:03.8481020Z test_mps.py::TestConsistencyCPU::test_output_grad_match_fft_ifftshift_cpu_float32 PASSED [0.0906s] [ 11%]
2025-03-14T04:14:03.8481770Z test_mps.py::TestConsistencyCPU::test_output_grad_match_fft_irfft2_cpu_float32 PASSED [0.5345s] [ 11%]
2025-03-14T04:14:03.8482550Z test_mps.py::TestConsistencyCPU::test_output_grad_match_fft_rfft_cpu_float32 PASSED [0.1910s] [ 11%]
2025-03-14T04:14:03.8483270Z test_mps.py::TestConsistencyCPU::test_output_grad_match_float_power_cpu_float16 XFAIL [0.0112s] [ 11%]
2025-03-14T04:14:03.8483970Z test_mps.py::TestConsistencyCPU::test_output_grad_match_float_power_cpu_float32 XFAIL [0.0066s] [ 12%]
2025-03-14T04:14:03.8484910Z test_mps.py::TestConsistencyCPU::test_output_grad_match_floor_divide_cpu_float32 XFAIL [0.0399s] [ 12%]
2025-03-14T04:14:03.8485690Z test_mps.py::TestConsistencyCPU::test_output_grad_match_fmax_cpu_float16 PASSED [0.2891s] [ 12%]
2025-03-14T04:14:03.8504440Z test_mps.py::TestConsistencyCPU::test_output_grad_match_fmax_cpu_float32 PASSED [0.1178s] [ 12%]
2025-03-14T04:14:03.8505550Z test_mps.py::TestConsistencyCPU::test_output_grad_match_half_cpu_float32 PASSED [0.0681s] [ 12%]
2025-03-14T04:14:03.8506330Z test_mps.py::TestConsistencyCPU::test_output_grad_match_igamma_cpu_float16 XFAIL [0.0117s] [ 12%]
2025-03-14T04:14:03.8507030Z test_mps.py::TestConsistencyCPU::test_output_grad_match_index_copy_cpu_float32 XFAIL [0.0080s] [ 12%]
2025-03-14T04:14:03.8507750Z test_mps.py::TestConsistencyCPU::test_output_grad_match_index_put_cpu_float16 XFAIL [0.0581s] [ 12%]
2025-03-14T04:14:03.8508500Z test_mps.py::TestConsistencyCPU::test_output_grad_match_isclose_cpu_float16 PASSED [0.5063s] [ 12%]
2025-03-14T04:14:03.8509250Z test_mps.py::TestConsistencyCPU::test_output_grad_match_isfinite_cpu_float16 PASSED [0.0373s] [ 12%]
2025-03-14T04:14:03.8520710Z test_mps.py::TestConsistencyCPU::test_output_grad_match_isin_cpu_float16 PASSED [0.0488s] [ 12%]
2025-03-14T04:14:03.8521410Z test_mps.py::TestConsistencyCPU::test_output_grad_match_isnan_cpu_float16 PASSED [0.0130s] [ 13%]
2025-03-14T04:14:03.8522120Z test_mps.py::TestConsistencyCPU::test_output_grad_match_isnan_cpu_float32 PASSED [0.0121s] [ 13%]
2025-03-14T04:14:03.8522800Z test_mps.py::TestConsistencyCPU::test_output_grad_match_isneginf_cpu_float16 PASSED [0.0213s] [ 13%]
2025-03-14T04:14:03.8523520Z test_mps.py::TestConsistencyCPU::test_output_grad_match_kthvalue_cpu_float32 XFAIL [0.0091s] [ 13%]
2025-03-14T04:14:03.8533040Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_cond_cpu_float32 XFAIL [0.0140s] [ 13%]
2025-03-14T04:14:03.8534000Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_cross_cpu_float32 PASSED [0.0285s] [ 13%]
2025-03-14T04:14:03.8534720Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_det_cpu_float32 XFAIL [0.1527s] [ 13%]
2025-03-14T04:14:03.8549480Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_inv_ex_cpu_float32 PASSED [0.1651s] [ 13%]
2025-03-14T04:14:03.8550410Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_lstsq_grad_oriented_cpu_float32 XFAIL [0.0193s] [ 13%]
2025-03-14T04:14:03.8551400Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_pinv_cpu_float32 PASSED [0.2808s] [ 13%]
2025-03-14T04:14:03.8552150Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_tensorinv_cpu_float32 PASSED [0.4301s] [ 14%]
2025-03-14T04:14:03.8552880Z test_mps.py::TestConsistencyCPU::test_output_grad_match_log2_cpu_float16 PASSED [0.0470s] [ 14%]
2025-03-14T04:14:03.8553570Z test_mps.py::TestConsistencyCPU::test_output_grad_match_log_softmax_cpu_float32 PASSED [0.2380s] [ 14%]
2025-03-14T04:14:03.8563980Z test_mps.py::TestConsistencyCPU::test_output_grad_match_log_softmax_with_dtype_cpu_float32 XFAIL [0.0054s] [ 14%]
2025-03-14T04:14:03.8565150Z test_mps.py::TestConsistencyCPU::test_output_grad_match_logical_or_cpu_float32 PASSED [0.3343s] [ 14%]
2025-03-14T04:14:03.8575920Z test_mps.py::TestConsistencyCPU::test_output_grad_match_logsumexp_cpu_float16 PASSED [0.2052s] [ 14%]
2025-03-14T04:14:03.8576910Z test_mps.py::TestConsistencyCPU::test_output_grad_match_mT_cpu_float16 PASSED [0.0114s] [ 14%]
2025-03-14T04:14:03.8577620Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_argmin_cpu_float32 PASSED [0.2579s] [ 14%]
2025-03-14T04:14:03.8578420Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_cumprod_cpu_float16 PASSED [0.5124s] [ 14%]
2025-03-14T04:14:03.8579200Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_cumprod_cpu_float32 PASSED [0.1806s] [ 14%]
2025-03-14T04:14:03.8589830Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_normalize_cpu_float16 PASSED [0.8957s] [ 15%]
2025-03-14T04:14:03.8600040Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_select_cpu_float16 PASSED [0.1767s] [ 15%]
2025-03-14T04:14:03.8601050Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_std_cpu_float16 PASSED [0.8963s] [ 15%]
2025-03-14T04:14:03.8601770Z test_mps.py::TestConsistencyCPU::test_output_grad_match_matmul_cpu_float32 PASSED [0.0487s] [ 15%]
2025-03-14T04:14:03.8602490Z test_mps.py::TestConsistencyCPU::test_output_grad_match_max_reduction_no_dim_cpu_float16 PASSED [0.0581s] [ 15%]
2025-03-14T04:14:03.8603350Z test_mps.py::TestConsistencyCPU::test_output_grad_match_min_reduction_with_dim_cpu_float16 PASSED [0.1004s] [ 15%]
2025-03-14T04:14:03.8614530Z test_mps.py::TestConsistencyCPU::test_output_grad_match_minimum_cpu_float16 PASSED [0.3098s] [ 15%]
2025-03-14T04:14:03.8625990Z test_mps.py::TestConsistencyCPU::test_output_grad_match_movedim_cpu_float16 PASSED [0.0060s] [ 15%]
2025-03-14T04:14:03.8626890Z test_mps.py::TestConsistencyCPU::test_output_grad_match_mul_cpu_float32 PASSED [0.0299s] [ 15%]
2025-03-14T04:14:03.8627570Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nanmedian_cpu_float32 XFAIL [0.0075s] [ 15%]
2025-03-14T04:14:03.8628290Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nanquantile_cpu_float32 XFAIL [0.9528s] [ 15%]
2025-03-14T04:14:03.8629030Z test_mps.py::TestConsistencyCPU::test_output_grad_match_native_dropout_backward_cpu_float16 XFAIL [0.0067s] [ 16%]
2025-03-14T04:14:03.8639230Z test_mps.py::TestConsistencyCPU::test_output_grad_match_neg_cpu_float32 PASSED [0.0151s] [ 16%]
2025-03-14T04:14:03.8640060Z test_mps.py::TestConsistencyCPU::test_output_grad_match_new_empty_strided_cpu_float16 SKIPPED [0.0002s] (Skipping empty ops.) [ 16%]
2025-03-14T04:14:03.8653850Z test_mps.py::TestConsistencyCPU::test_output_grad_match_new_full_cpu_float16 PASSED [0.0673s] [ 16%]
2025-03-14T04:14:03.8654850Z test_mps.py::TestConsistencyCPU::test_output_grad_match_new_zeros_cpu_float16 PASSED [0.0093s] [ 16%]
2025-03-14T04:14:03.8655610Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nextafter_cpu_float16 XFAIL [0.0087s] [ 16%]
2025-03-14T04:14:03.8656850Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_adaptive_max_pool2d_cpu_float16 PASSED [0.8295s] [ 16%]
2025-03-14T04:14:03.8657860Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_adaptive_max_pool3d_cpu_float32 XFAIL [0.0065s] [ 16%]
2025-03-14T04:14:03.8658940Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_alpha_dropout_cpu_float16 XFAIL [0.0498s] [ 16%]
2025-03-14T04:14:03.8659770Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_conv3d_cpu_float16 SKIPPED [0.0002s] [ 16%]
2025-03-14T04:14:03.8671990Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_feature_alpha_dropout_with_train_cpu_float16 XFAIL [0.0835s] [ 17%]
2025-03-14T04:14:03.8672950Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_feature_alpha_dropout_with_train_cpu_float32 XFAIL [0.0793s] [ 17%]
2025-03-14T04:14:03.8673840Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_hardshrink_cpu_float16 XFAIL [0.0050s] [ 17%]
2025-03-14T04:14:03.8674650Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_hardshrink_cpu_float32 XFAIL [0.0052s] [ 17%]
2025-03-14T04:14:03.8675500Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_hinge_embedding_loss_cpu_float16 PASSED [0.3011s] [ 17%]
2025-03-14T04:14:03.8676390Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_interpolate_bicubic_cpu_float32 PASSED [0.0768s] [ 17%]
2025-03-14T04:14:03.8677230Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_interpolate_linear_cpu_float32 PASSED [0.1541s] [ 17%]
2025-03-14T04:14:03.8678050Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_layer_norm_cpu_float16 PASSED [0.3885s] [ 17%]
2025-03-14T04:14:03.8678860Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_leaky_relu_cpu_float16 PASSED [0.0449s] [ 17%]
2025-03-14T04:14:03.8691160Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_pool1d_cpu_float16 PASSED [3.0332s] [ 17%]
2025-03-14T04:14:03.8692190Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_max_pool2d_cpu_float16 PASSED [32.0039s] [ 17%]
2025-03-14T04:14:03.8703140Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_multilabel_soft_margin_loss_cpu_float32 PASSED [0.3017s] [ 18%]
2025-03-14T04:14:03.8704570Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_normalize_cpu_float32 PASSED [1.2626s] [ 18%]
2025-03-14T04:14:03.8715350Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_pad_circular_cpu_float32 PASSED [0.0988s] [ 18%]
2025-03-14T04:14:03.8716290Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_pairwise_distance_cpu_float32 PASSED [0.4729s] [ 18%]
2025-03-14T04:14:03.8717100Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_relu6_cpu_float16 PASSED [0.1763s] [ 18%]
2025-03-14T04:14:03.8718050Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_softsign_cpu_float16 PASSED [0.1063s] [ 18%]
2025-03-14T04:14:03.8718830Z test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_threshold_cpu_float16 PASSED [0.2276s] [ 18%]
2025-03-14T04:14:03.8719640Z test_mps.py::TestConsistencyCPU::test_output_grad_match_norm_fro_cpu_float16 PASSED [0.0492s] [ 18%]
2025-03-14T04:14:03.8720350Z test_mps.py::TestConsistencyCPU::test_output_grad_match_ones_cpu_float16 PASSED [0.0470s] [ 18%]
2025-03-14T04:14:03.8721080Z test_mps.py::TestConsistencyCPU::test_output_grad_match_pca_lowrank_cpu_float32 XFAIL [0.0808s] [ 18%]
2025-03-14T04:14:03.8721800Z test_mps.py::TestConsistencyCPU::test_output_grad_match_pow_cpu_float16 PASSED [0.7691s] [ 19%]
2025-03-14T04:14:03.8722460Z test_mps.py::TestConsistencyCPU::test_output_grad_match_prod_cpu_float32 PASSED [1.4725s] [ 19%]
2025-03-14T04:14:03.8723210Z test_mps.py::TestConsistencyCPU::test_output_grad_match_randint_like_cpu_float16 XFAIL [0.0259s] [ 19%]
2025-03-14T04:14:03.8724490Z test_mps.py::TestConsistencyCPU::test_output_grad_match_resolve_neg_cpu_float16 PASSED [0.0053s] [ 19%]
2025-03-14T04:14:03.8735360Z test_mps.py::TestConsistencyCPU::test_output_grad_match_round_cpu_float16 XFAIL [0.0248s] [ 19%]
2025-03-14T04:14:03.8736530Z test_mps.py::TestConsistencyCPU::test_output_grad_match_rsub_cpu_float16 XFAIL [0.0041s] [ 19%]
2025-03-14T04:14:03.8746620Z test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_cpu_float16 PASSED [0.2874s] [ 19%]
2025-03-14T04:14:03.8747370Z test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_reduce_amax_cpu_float32 PASSED [0.7004s] [ 19%]
2025-03-14T04:14:03.8748120Z test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_reduce_amin_cpu_float32 PASSED [0.2628s] [ 19%]
2025-03-14T04:14:03.8748890Z test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_reduce_prod_cpu_float16 PASSED [0.5675s] [ 19%]
2025-03-14T04:14:03.8749600Z test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_reduce_sum_cpu_float32 PASSED [0.1706s] [ 20%]
2025-03-14T04:14:03.8759000Z test_mps.py::TestConsistencyCPU::test_output_grad_match_select_cpu_float16 PASSED [0.0146s] [ 20%]
2025-03-14T04:14:03.8759670Z test_mps.py::TestConsistencyCPU::test_output_grad_match_sgn_cpu_float32 PASSED [0.0320s] [ 20%]
2025-03-14T04:14:03.8760420Z test_mps.py::TestConsistencyCPU::test_output_grad_match_sigmoid_cpu_float16 PASSED [0.1425s] [ 20%]
2025-03-14T04:14:03.8761320Z test_mps.py::TestConsistencyCPU::test_output_grad_match_signal_windows_blackman_cpu_float32 XFAIL [0.0050s] [ 20%]
2025-03-14T04:14:03.8762030Z test_mps.py::TestConsistencyCPU::test_output_grad_match_sinc_cpu_float32 PASSED [0.0678s] [ 20%]
2025-03-14T04:14:03.8762760Z test_mps.py::TestConsistencyCPU::test_output_grad_match_sinh_cpu_float16 PASSED [0.1031s] [ 20%]
2025-03-14T04:14:03.8763500Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_chebyshev_polynomial_u_cpu_float32 XFAIL [0.0055s] [ 20%]
2025-03-14T04:14:03.8764760Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_chebyshev_polynomial_w_cpu_float32 SKIPPED [0.0002s] (Skipping - testing takes an unreasonably long time, #79528) [ 20%]
2025-03-14T04:14:03.8765750Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i1e_cpu_float32 XFAIL [0.0053s] [ 20%]
2025-03-14T04:14:03.8766600Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_laguerre_polynomial_l_cpu_float32 XFAIL [0.0056s] [ 20%]
2025-03-14T04:14:03.8767410Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_modified_bessel_i1_cpu_float32 XFAIL [0.0055s] [ 21%]
2025-03-14T04:14:03.8777990Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_ndtri_cpu_float32 XFAIL [0.0050s] [ 21%]
2025-03-14T04:14:03.8778870Z test_mps.py::TestConsistencyCPU::test_output_grad_match_special_spherical_bessel_j0_cpu_float32 PASSED [0.2486s] [ 21%]
2025-03-14T04:14:03.8779620Z test_mps.py::TestConsistencyCPU::test_output_grad_match_squeeze_cpu_float16 PASSED [0.0125s] [ 21%]
2025-03-14T04:14:03.8780450Z test_mps.py::TestConsistencyCPU::test_output_grad_match_std_mean_cpu_float32 PASSED [0.8242s] [ 21%]
2025-03-14T04:14:03.8781220Z test_mps.py::TestConsistencyCPU::test_output_grad_match_std_unbiased_cpu_float16 PASSED [0.1803s] [ 21%]
2025-03-14T04:14:03.8781960Z test_mps.py::TestConsistencyCPU::test_output_grad_match_sub_cpu_float16 PASSED [0.0771s] [ 21%]
2025-03-14T04:14:03.8782660Z test_mps.py::TestConsistencyCPU::test_output_grad_match_svd_lowrank_cpu_float32 XFAIL [0.0070s] [ 21%]
2025-03-14T04:14:03.8783350Z test_mps.py::TestConsistencyCPU::test_output_grad_match_t_cpu_float32 PASSED [0.0088s] [ 21%]
2025-03-14T04:14:03.8784080Z test_mps.py::TestConsistencyCPU::test_output_grad_match_tensor_split_cpu_float32 PASSED [0.0325s] [ 21%]
2025-03-14T04:14:03.8784790Z test_mps.py::TestConsistencyCPU::test_output_grad_match_tensordot_cpu_float32 PASSED [0.1456s] [ 22%]
2025-03-14T04:14:03.8794820Z test_mps.py::TestConsistencyCPU::test_output_grad_match_tile_cpu_float32 PASSED [0.7138s] [ 22%]
2025-03-14T04:14:03.8795990Z test_mps.py::TestConsistencyCPU::test_output_grad_match_trace_cpu_float32 PASSED [0.0555s] [ 22%]
2025-03-14T04:14:03.8796720Z test_mps.py::TestConsistencyCPU::test_output_grad_match_trapezoid_cpu_float32 PASSED [0.2102s] [ 22%]
2025-03-14T04:14:03.8797660Z test_mps.py::TestConsistencyCPU::test_output_grad_match_trapz_cpu_float16 PASSED [0.5850s] [ 22%]
2025-03-14T04:14:03.8798390Z test_mps.py::TestConsistencyCPU::test_output_grad_match_triangular_solve_cpu_float32 PASSED [0.2553s] [ 22%]
2025-03-14T04:14:03.8799150Z test_mps.py::TestConsistencyCPU::test_output_grad_match_true_divide_cpu_float32 PASSED [0.1812s] [ 22%]
2025-03-14T04:14:03.8809440Z test_mps.py::TestConsistencyCPU::test_output_grad_match_unflatten_cpu_float32 PASSED [0.0122s] [ 22%]
2025-03-14T04:14:03.8810200Z test_mps.py::TestConsistencyCPU::test_output_grad_match_unsafe_chunk_cpu_float16 PASSED [0.0719s] [ 22%]
2025-03-14T04:14:03.8810950Z test_mps.py::TestConsistencyCPU::test_output_grad_match_unsqueeze_copy_cpu_float16 PASSED [0.0207s] [ 22%]
2025-03-14T04:14:03.8811700Z test_mps.py::TestConsistencyCPU::test_output_grad_match_var_unbiased_cpu_float16 PASSED [0.1598s] [ 22%]
2025-03-14T04:14:03.8833620Z test_mps.py::TestConsistencyCPU::test_output_grad_match_view_as_complex_cpu_float32 PASSED [0.0076s] [ 23%]
2025-03-14T04:14:03.8834830Z test_mps.py::TestConsistencyCPU::test_output_grad_match_view_copy_cpu_float32 PASSED [0.0158s] [ 23%]
2025-03-14T04:14:03.8835770Z test_mps.py::TestConsistencyCPU::test_output_grad_match_where_cpu_float16 PASSED [0.3536s] [ 23%]
2025-03-14T04:14:03.8836420Z test_mps.py::TestConsistencyCPU::test_output_match_H_cpu_float32 PASSED [0.0049s] [ 23%]
2025-03-14T04:14:03.8837060Z test_mps.py::TestConsistencyCPU::test_output_match_H_cpu_int64 PASSED [0.0053s] [ 23%]
2025-03-14T04:14:03.8837660Z test_mps.py::TestConsistencyCPU::test_output_match_T_cpu_bfloat16 PASSED [0.0053s] [ 23%]
2025-03-14T04:14:03.8838320Z test_mps.py::TestConsistencyCPU::test_output_match_T_cpu_int16 PASSED [0.0047s] [ 23%]
2025-03-14T04:14:03.8839010Z test_mps.py::TestConsistencyCPU::test_output_match___getitem___cpu_float16 PASSED [0.0192s] [ 23%]
2025-03-14T04:14:03.8839670Z test_mps.py::TestConsistencyCPU::test_output_match___radd___cpu_uint8 PASSED [0.2045s] [ 23%]
2025-03-14T04:14:03.8840350Z test_mps.py::TestConsistencyCPU::test_output_match___rand___cpu_uint8 PASSED [0.0408s] [ 23%]
2025-03-14T04:14:03.8840980Z test_mps.py::TestConsistencyCPU::test_output_match___rdiv___cpu_int8 PASSED [0.3062s] [ 24%]
2025-03-14T04:14:03.8841670Z test_mps.py::TestConsistencyCPU::test_output_match___rmatmul___cpu_float16 PASSED [0.3605s] [ 24%]
2025-03-14T04:14:03.8842330Z test_mps.py::TestConsistencyCPU::test_output_match___rmatmul___cpu_int8 PASSED [0.1302s] [ 24%]
2025-03-14T04:14:03.8843050Z test_mps.py::TestConsistencyCPU::test_output_match___rmod___cpu_float16 PASSED [0.0223s] [ 24%]
2025-03-14T04:14:03.8843720Z test_mps.py::TestConsistencyCPU::test_output_match___rmul___cpu_int32 PASSED [0.1950s] [ 24%]
2025-03-14T04:14:03.8844350Z test_mps.py::TestConsistencyCPU::test_output_match___rmul___cpu_uint8 PASSED [0.1729s] [ 24%]
2025-03-14T04:14:03.8845010Z test_mps.py::TestConsistencyCPU::test_output_match___ror___cpu_uint8 PASSED [0.0346s] [ 24%]
2025-03-14T04:14:03.8845630Z test_mps.py::TestConsistencyCPU::test_output_match___rpow___cpu_uint8 PASSED [0.2870s] [ 24%]
2025-03-14T04:14:03.8846270Z test_mps.py::TestConsistencyCPU::test_output_match___rxor___cpu_bool PASSED [0.0143s] [ 24%]
2025-03-14T04:14:03.8846890Z test_mps.py::TestConsistencyCPU::test_output_match___rxor___cpu_int16 PASSED [0.0441s] [ 24%]
2025-03-14T04:14:03.8847590Z test_mps.py::TestConsistencyCPU::test_output_match__batch_norm_with_update_cpu_bfloat16 PASSED [0.3487s] [ 25%]
2025-03-14T04:14:03.8848320Z test_mps.py::TestConsistencyCPU::test_output_match__chunk_cat_cpu_bool PASSED [0.1824s] [ 25%]
2025-03-14T04:14:03.8849020Z test_mps.py::TestConsistencyCPU::test_output_match__native_batch_norm_legit_cpu_bfloat16 PASSED [0.2066s] [ 25%]
2025-03-14T04:14:03.8850390Z test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_put_accumulate_cpu_float32 PASSED [0.2618s] [ 25%]
2025-03-14T04:14:03.8851370Z test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_put_accumulate_cpu_int32 PASSED [0.0170s] [ 25%]
2025-03-14T04:14:03.8852540Z test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_put_accumulate_cpu_int64 XFAIL [0.0060s] [ 25%]
2025-03-14T04:14:03.8853310Z test_mps.py::TestConsistencyCPU::test_output_match__upsample_bilinear2d_aa_cpu_float32 PASSED [0.0197s] [ 25%]
2025-03-14T04:14:03.8854050Z test_mps.py::TestConsistencyCPU::test_output_match_abs_cpu_int32 PASSED [0.0608s] [ 25%]
2025-03-14T04:14:03.8854690Z test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_bfloat16 PASSED [0.1056s] [ 25%]
2025-03-14T04:14:03.8855340Z test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_float32 PASSED [0.0506s] [ 25%]
2025-03-14T04:14:03.8856000Z test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_uint8 PASSED [0.0528s] [ 25%]
2025-03-14T04:14:03.8866470Z test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_bool PASSED [0.0475s] [ 26%]
2025-03-14T04:14:03.8867160Z test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_bool PASSED [0.1997s] [ 26%]
2025-03-14T04:14:03.8867770Z test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_float16 PASSED [0.1730s] [ 26%]
2025-03-14T04:14:03.8868390Z test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_complex64 XFAIL [0.0076s] [ 26%]
2025-03-14T04:14:03.8869050Z test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_int64 XFAIL [0.0053s] [ 26%]
2025-03-14T04:14:03.8869750Z test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_int8 XFAIL [0.0056s] [ 26%]
2025-03-14T04:14:03.8870370Z test_mps.py::TestConsistencyCPU::test_output_match_addcdiv_cpu_bfloat16 PASSED [0.1705s] [ 26%]
2025-03-14T04:14:03.8871110Z test_mps.py::TestConsistencyCPU::test_output_match_addcdiv_cpu_float16 PASSED [0.3206s] [ 26%]
2025-03-14T04:14:03.8871760Z test_mps.py::TestConsistencyCPU::test_output_match_addcmul_cpu_float16 PASSED [0.2490s] [ 26%]
2025-03-14T04:14:03.8872370Z test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_float16 PASSED [0.0834s] [ 26%]
2025-03-14T04:14:03.8873080Z test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_int16 XFAIL [0.0061s] [ 27%]
2025-03-14T04:14:03.8873730Z test_mps.py::TestConsistencyCPU::test_output_match_addmv_cpu_uint8 PASSED [0.2940s] [ 27%]
2025-03-14T04:14:03.8874340Z test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_bfloat16 PASSED [0.0979s] [ 27%]
2025-03-14T04:14:03.8875120Z test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_int32 XFAIL [0.0170s] [ 27%]
2025-03-14T04:14:03.8875730Z test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_int32 PASSED [0.0108s] [ 27%]
2025-03-14T04:14:03.8876750Z test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_int64 PASSED [0.0109s] [ 27%]
2025-03-14T04:14:03.8877600Z test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_int8 PASSED [0.0096s] [ 27%]
2025-03-14T04:14:03.8878270Z test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_complex64 PASSED [0.7388s] [ 27%]
2025-03-14T04:14:03.8878990Z test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_int8 PASSED [0.3185s] [ 27%]
2025-03-14T04:14:03.8879600Z test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_bfloat16 PASSED [0.4298s] [ 27%]
2025-03-14T04:14:03.8880200Z test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_bool PASSED [1.3336s] [ 27%]
2025-03-14T04:14:03.8880800Z test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_bfloat16 PASSED [0.2774s] [ 28%]
2025-03-14T04:14:03.8881400Z test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_int16 PASSED [0.2898s] [ 28%]
2025-03-14T04:14:03.8882000Z test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_int32 PASSED [0.2926s] [ 28%]
2025-03-14T04:14:03.8882590Z test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_uint8 PASSED [1.1753s] [ 28%]
2025-03-14T04:14:03.8883650Z test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_float32 PASSED [0.3262s] [ 28%]
2025-03-14T04:14:03.8884480Z test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_int16 PASSED [0.2339s] [ 28%]
2025-03-14T04:14:03.8885090Z test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_int64 PASSED [0.2352s] [ 28%]
2025-03-14T04:14:03.8886090Z test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_complex64 PASSED [0.0337s] [ 28%]
2025-03-14T04:14:03.8886740Z test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_float16 PASSED [0.0044s] [ 28%]
2025-03-14T04:14:03.8887470Z test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_uint8 PASSED [0.0205s] [ 28%]
2025-03-14T04:14:03.8888070Z test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_float16 PASSED [1.0595s] [ 29%]
2025-03-14T04:14:03.8888660Z test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_int32 PASSED [0.1846s] [ 29%]
2025-03-14T04:14:03.8889250Z test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_int64 PASSED [1.7165s] [ 29%]
2025-03-14T04:14:03.8889880Z test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_bfloat16 PASSED [0.1662s] [ 29%]
2025-03-14T04:14:03.8890500Z test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_int8 PASSED [0.1583s] [ 29%]
2025-03-14T04:14:03.8891110Z test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_bfloat16 XFAIL [0.0421s] [ 29%]
2025-03-14T04:14:03.8891760Z test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_complex64 PASSED [0.0069s] [ 29%]
2025-03-14T04:14:03.8892400Z test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_int16 PASSED [0.1961s] [ 29%]
2025-03-14T04:14:03.8893020Z test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_int32 PASSED [0.3075s] [ 29%]
2025-03-14T04:14:03.8893640Z test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_int8 PASSED [0.1086s] [ 29%]
2025-03-14T04:14:03.8894290Z test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_uint8 PASSED [0.0078s] [ 30%]
2025-03-14T04:14:03.8894960Z test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_bfloat16 PASSED [0.0073s] [ 30%]
2025-03-14T04:14:03.8895650Z test_mps.py::TestConsistencyCPU::test_output_match_as_strided_partial_views_cpu_bool XFAIL [0.0044s] [ 30%]
2025-03-14T04:14:03.8896360Z test_mps.py::TestConsistencyCPU::test_output_match_as_strided_scatter_cpu_int32 PASSED [0.0102s] [ 30%]
2025-03-14T04:14:03.8897000Z test_mps.py::TestConsistencyCPU::test_output_match_asin_cpu_int8 PASSED [0.0242s] [ 30%]
2025-03-14T04:14:03.8897680Z test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_float32 PASSED [0.0437s] [ 30%]
2025-03-14T04:14:03.8898300Z test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_uint8 PASSED [0.0217s] [ 30%]
2025-03-14T04:14:03.8898920Z test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_float16 PASSED [0.0079s] [ 30%]
2025-03-14T04:14:03.8899560Z test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_int8 PASSED [0.0072s] [ 30%]
2025-03-14T04:14:03.8900190Z test_mps.py::TestConsistencyCPU::test_output_match_atleast_3d_cpu_bool PASSED [0.0073s] [ 30%]
2025-03-14T04:14:03.8900810Z test_mps.py::TestConsistencyCPU::test_output_match_baddbmm_cpu_int16 XFAIL [0.0052s] [ 30%]
2025-03-14T04:14:03.8901410Z test_mps.py::TestConsistencyCPU::test_output_match_baddbmm_cpu_uint8 XFAIL [0.0041s] [ 31%]
2025-03-14T04:14:03.8902050Z test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_complex64 PASSED [0.1042s] [ 31%]
2025-03-14T04:14:03.8902690Z test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_float16 PASSED [0.0822s] [ 31%]
2025-03-14T04:14:03.8903380Z test_mps.py::TestConsistencyCPU::test_output_match_bitwise_left_shift_cpu_uint8 PASSED [0.0261s] [ 31%]
2025-03-14T04:14:03.8904030Z test_mps.py::TestConsistencyCPU::test_output_match_bitwise_not_cpu_int32 PASSED [0.0248s] [ 31%]
2025-03-14T04:14:03.8904670Z test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_bool PASSED [0.0260s] [ 31%]
2025-03-14T04:14:03.8905970Z test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_int16 PASSED [0.0112s] [ 31%]
2025-03-14T04:14:03.8906710Z test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_int8 PASSED [0.0244s] [ 31%]
2025-03-14T04:14:03.8907460Z test_mps.py::TestConsistencyCPU::test_output_match_bitwise_right_shift_cpu_int16 PASSED [0.0310s] [ 31%]
2025-03-14T04:14:03.8908420Z test_mps.py::TestConsistencyCPU::test_output_match_bitwise_right_shift_cpu_int32 PASSED [0.0305s] [ 31%]
2025-03-14T04:14:03.8909090Z test_mps.py::TestConsistencyCPU::test_output_match_bitwise_xor_cpu_int16 PASSED [0.0103s] [ 32%]
2025-03-14T04:14:03.8909720Z test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_float16 PASSED [0.0067s] [ 32%]
2025-03-14T04:14:03.8910360Z test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_int16 PASSED [0.0069s] [ 32%]
2025-03-14T04:14:03.8911220Z test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_uint8 PASSED [0.0068s] [ 32%]
2025-03-14T04:14:03.8911940Z test_mps.py::TestConsistencyCPU::test_output_match_bmm_cpu_int64 PASSED [0.0051s] [ 32%]
2025-03-14T04:14:03.8912610Z test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_float16 PASSED [0.0048s] [ 32%]
2025-03-14T04:14:03.8913310Z test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_int16 PASSED [0.0050s] [ 32%]
2025-03-14T04:14:03.8914000Z test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_int8 PASSED [0.0070s] [ 32%]
2025-03-14T04:14:03.8914710Z test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_float16 PASSED [0.0068s] [ 32%]
2025-03-14T04:14:03.8915310Z test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_int8 PASSED [0.0805s] [ 32%]
2025-03-14T04:14:03.8915950Z test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_bool PASSED [0.0378s] [ 32%]
2025-03-14T04:14:03.8916610Z test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_int16 PASSED [0.0425s] [ 33%]
2025-03-14T04:14:03.8917280Z test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_int64 PASSED [0.0251s] [ 33%]
2025-03-14T04:14:03.8917910Z test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_int64 PASSED [0.1355s] [ 33%]
2025-03-14T04:14:03.8918870Z test_mps.py::TestConsistencyCPU::test_output_match_ceil_cpu_bfloat16 PASSED [0.0447s] [ 33%]
2025-03-14T04:14:03.8919600Z test_mps.py::TestConsistencyCPU::test_output_match_ceil_cpu_float16 PASSED [0.0211s] [ 33%]
2025-03-14T04:14:03.8920220Z test_mps.py::TestConsistencyCPU::test_output_match_ceil_cpu_uint8 PASSED [0.0039s] [ 33%]
2025-03-14T04:14:03.8920830Z test_mps.py::TestConsistencyCPU::test_output_match_chalf_cpu_bfloat16 PASSED [0.1095s] [ 33%]
2025-03-14T04:14:03.8921440Z test_mps.py::TestConsistencyCPU::test_output_match_chalf_cpu_int32 PASSED [0.1098s] [ 33%]
2025-03-14T04:14:03.8922040Z test_mps.py::TestConsistencyCPU::test_output_match_chalf_cpu_uint8 PASSED [0.0443s] [ 33%]
2025-03-14T04:14:03.8922650Z test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_bfloat16 PASSED [0.1087s] [ 33%]
2025-03-14T04:14:03.8923260Z test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_bool PASSED [0.0578s] [ 34%]
2025-03-14T04:14:03.8923850Z test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_float16 PASSED [0.0919s] [ 34%]
2025-03-14T04:14:03.8925320Z test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_int16 PASSED [0.1073s] [ 34%]
2025-03-14T04:14:03.8925950Z test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_int64 PASSED [0.0691s] [ 34%]
2025-03-14T04:14:03.8926560Z test_mps.py::TestConsistencyCPU::test_output_match_cholesky_cpu_complex64 XFAIL [0.0146s] [ 34%]
2025-03-14T04:14:03.8938110Z test_mps.py::TestConsistencyCPU::test_output_match_cholesky_solve_cpu_complex64 XFAIL [0.0088s] [ 34%]
2025-03-14T04:14:03.8939250Z test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_bool PASSED [0.0072s] [ 34%]
2025-03-14T04:14:03.8939900Z test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_complex64 PASSED [0.0072s] [ 34%]
2025-03-14T04:14:03.8941190Z test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_float16 PASSED [0.0099s] [ 34%]
2025-03-14T04:14:03.8941910Z test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_int16 PASSED [0.1472s] [ 34%]
2025-03-14T04:14:03.8942540Z test_mps.py::TestConsistencyCPU::test_output_match_clamp_max_cpu_float16 PASSED [0.1205s] [ 35%]
2025-03-14T04:14:03.8943580Z test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_float16 PASSED [0.1284s] [ 35%]
2025-03-14T04:14:03.8944220Z test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_float32 PASSED [0.1301s] [ 35%]
2025-03-14T04:14:03.8944840Z test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_int32 PASSED [0.0042s] [ 35%]
2025-03-14T04:14:03.8945480Z test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_int64 PASSED [0.0042s] [ 35%]
2025-03-14T04:14:03.8946080Z test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_uint8 PASSED [0.0045s] [ 35%]
2025-03-14T04:14:03.8946760Z test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_float32 PASSED [0.0547s] [ 35%]
2025-03-14T04:14:03.8947420Z test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_int8 PASSED [0.0503s] [ 35%]
2025-03-14T04:14:03.8948300Z test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_int64 PASSED [0.0045s] [ 35%]
2025-03-14T04:14:03.8949160Z test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_bfloat16 PASSED [0.0041s] [ 35%]
2025-03-14T04:14:03.8949910Z test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_bool PASSED [0.0037s] [ 35%]
2025-03-14T04:14:03.8950560Z test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_int8 PASSED [0.0038s] [ 36%]
2025-03-14T04:14:03.8951280Z test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_bfloat16 PASSED [0.8309s] [ 36%]
2025-03-14T04:14:03.8951950Z test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_bool PASSED [0.3592s] [ 36%]
2025-03-14T04:14:03.8952610Z test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_int16 PASSED [0.0039s] [ 36%]
2025-03-14T04:14:03.8953270Z test_mps.py::TestConsistencyCPU::test_output_match_copysign_cpu_uint8 PASSED [0.0157s] [ 36%]
2025-03-14T04:14:03.8953900Z test_mps.py::TestConsistencyCPU::test_output_match_corrcoef_cpu_float16 PASSED [0.3904s] [ 36%]
2025-03-14T04:14:03.8954540Z test_mps.py::TestConsistencyCPU::test_output_match_corrcoef_cpu_uint8 PASSED [0.3415s] [ 36%]
2025-03-14T04:14:03.8955370Z test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_int64 PASSED [0.0956s] [ 36%]
2025-03-14T04:14:03.8956040Z test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_bool PASSED [0.0898s] [ 36%]
2025-03-14T04:14:03.8956640Z test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_int32 PASSED [0.0426s] [ 36%]
2025-03-14T04:14:03.8957320Z test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_float16 PASSED [1.1020s] [ 37%]
2025-03-14T04:14:03.8957970Z test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_float32 PASSED [0.6575s] [ 37%]
2025-03-14T04:14:03.8958610Z test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_int32 PASSED [0.0054s] [ 37%]
2025-03-14T04:14:03.8959210Z test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_int8 PASSED [0.0072s] [ 37%]
2025-03-14T04:14:03.8959810Z test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_uint8 PASSED [0.0101s] [ 37%]
2025-03-14T04:14:03.8960440Z test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_float16 XFAIL [0.0046s] [ 37%]
2025-03-14T04:14:03.8961060Z test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_float32 XFAIL [0.0044s] [ 37%]
2025-03-14T04:14:03.8961700Z test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_bool XFAIL [0.0045s] [ 37%]
2025-03-14T04:14:03.8962330Z test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_float32 PASSED [1.6818s] [ 37%]
2025-03-14T04:14:03.8963170Z test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_float32 PASSED [0.0045s] [ 37%]
2025-03-14T04:14:03.8963790Z test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_uint8 PASSED [0.0256s] [ 37%]
2025-03-14T04:14:03.8965260Z test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_float32 PASSED [0.0125s] [ 38%]
2025-03-14T04:14:03.8966080Z test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_bfloat16 PASSED [0.0112s] [ 38%]
2025-03-14T04:14:03.8967060Z test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_bfloat16 PASSED [0.0118s] [ 38%]
2025-03-14T04:14:03.8967720Z test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_complex64 PASSED [0.0123s] [ 38%]
2025-03-14T04:14:03.8968600Z test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_float16 PASSED [0.0112s] [ 38%]
2025-03-14T04:14:03.8969280Z test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_int64 PASSED [0.0105s] [ 38%]
2025-03-14T04:14:03.8969890Z test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_int32 PASSED [0.7634s] [ 38%]
2025-03-14T04:14:03.8970480Z test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_int8 PASSED [0.8193s] [ 38%]
2025-03-14T04:14:03.8971100Z test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_float16 PASSED [0.0695s] [ 38%]
2025-03-14T04:14:03.8971720Z test_mps.py::TestConsistencyCPU::test_output_match_dist_cpu_complex64 XFAIL [0.0251s] [ 38%]
2025-03-14T04:14:03.8972330Z test_mps.py::TestConsistencyCPU::test_output_match_dist_cpu_float16 PASSED [0.0463s] [ 39%]
2025-03-14T04:14:03.8972980Z test_mps.py::TestConsistencyCPU::test_output_match_div_floor_rounding_cpu_float16 PASSED [0.1274s] [ 39%]
2025-03-14T04:14:03.8973680Z test_mps.py::TestConsistencyCPU::test_output_match_div_no_rounding_mode_cpu_float32 PASSED [0.0107s] [ 39%]
2025-03-14T04:14:03.8974370Z test_mps.py::TestConsistencyCPU::test_output_match_div_no_rounding_mode_cpu_int8 PASSED [0.3349s] [ 39%]
2025-03-14T04:14:03.8975050Z test_mps.py::TestConsistencyCPU::test_output_match_div_trunc_rounding_cpu_float32 PASSED [0.1463s] [ 39%]
2025-03-14T04:14:03.8975730Z test_mps.py::TestConsistencyCPU::test_output_match_div_trunc_rounding_cpu_int8 PASSED [0.3919s] [ 39%]
2025-03-14T04:14:03.8976380Z test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_bfloat16 PASSED [0.0268s] [ 39%]
2025-03-14T04:14:03.8976990Z test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_int32 PASSED [0.0237s] [ 39%]
2025-03-14T04:14:03.8977620Z test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_int8 PASSED [0.0212s] [ 39%]
2025-03-14T04:14:03.8978220Z test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_bfloat16 XFAIL [0.0043s] [ 39%]
2025-03-14T04:14:03.8978840Z test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_float32 XFAIL [0.0041s] [ 40%]
2025-03-14T04:14:03.8979590Z test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_int8 XFAIL [0.0044s] [ 40%]
2025-03-14T04:14:03.8980210Z test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_bfloat16 PASSED [0.0072s] [ 40%]
2025-03-14T04:14:03.8980830Z test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_float32 PASSED [0.0057s] [ 40%]
2025-03-14T04:14:03.8981470Z test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_bfloat16 PASSED [0.0457s] [ 40%]
2025-03-14T04:14:03.8982490Z test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_int32 PASSED [0.1980s] [ 40%]
2025-03-14T04:14:03.8983380Z test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_bfloat16 SKIPPED [0.0001s] (Skipping empty ops.) [ 40%]
2025-03-14T04:14:03.8984220Z test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_complex64 SKIPPED [0.0001s] (Skipping empty ops.) [ 40%]
2025-03-14T04:14:03.8985030Z test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_float16 SKIPPED [0.0001s] (Skipping empty ops.) [ 40%]
2025-03-14T04:14:03.8985840Z test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_float32 SKIPPED [0.0001s] (Skipping empty ops.) [ 40%]
2025-03-14T04:14:03.8986660Z test_mps.py::TestConsistencyCPU::test_output_match_empty_strided_cpu_int16 SKIPPED [0.0001s] (Skipping empty ops.) [ 40%]
2025-03-14T04:14:03.8987980Z test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_float16 PASSED [0.0114s] [ 41%]
2025-03-14T04:14:03.8988670Z test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_int64 PASSED [0.1803s] [ 41%]
2025-03-14T04:14:03.8989270Z test_mps.py::TestConsistencyCPU::test_output_match_erf_cpu_float32 PASSED [0.0279s] [ 41%]
2025-03-14T04:14:03.8990160Z test_mps.py::TestConsistencyCPU::test_output_match_erfc_cpu_bool XFAIL [0.0038s] [ 41%]
2025-03-14T04:14:03.8990750Z test_mps.py::TestConsistencyCPU::test_output_match_erfc_cpu_float32 XFAIL [0.0039s] [ 41%]
2025-03-14T04:14:03.8991350Z test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_int64 PASSED [0.0107s] [ 41%]
2025-03-14T04:14:03.8992030Z test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_int8 PASSED [0.0045s] [ 41%]
2025-03-14T04:14:03.8992660Z test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_bfloat16 PASSED [0.0054s] [ 41%]
2025-03-14T04:14:03.8993250Z test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_int8 PASSED [0.0094s] [ 41%]
2025-03-14T04:14:03.8993870Z test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_float32 PASSED [0.0057s] [ 41%]
2025-03-14T04:14:03.8994510Z test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_int8 PASSED [0.0051s] [ 42%]
2025-03-14T04:14:03.8995140Z test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_float16 PASSED [0.0256s] [ 42%]
2025-03-14T04:14:03.8995740Z test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_uint8 PASSED [0.0497s] [ 42%]
2025-03-14T04:14:03.8996330Z test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_bool PASSED [1.4701s] [ 42%]
2025-03-14T04:14:03.8996920Z test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_int64 PASSED [1.3066s] [ 42%]
2025-03-14T04:14:03.8997520Z test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_int16 PASSED [0.0447s] [ 42%]
2025-03-14T04:14:03.8998120Z test_mps.py::TestConsistencyCPU::test_output_match_fft_fftn_cpu_int8 PASSED [0.1669s] [ 42%]
2025-03-14T04:14:03.8998770Z test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_bfloat16 PASSED [0.1310s] [ 42%]
2025-03-14T04:14:03.8999440Z test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_float16 PASSED [0.1086s] [ 42%]
2025-03-14T04:14:03.9000090Z test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_int32 PASSED [0.1135s] [ 42%]
2025-03-14T04:14:03.9000750Z test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_uint8 PASSED [0.1248s] [ 42%]
2025-03-14T04:14:03.9001400Z test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_complex64 PASSED [0.3040s] [ 43%]
2025-03-14T04:14:03.9012720Z test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft_cpu_int16 PASSED [0.1711s] [ 43%]
2025-03-14T04:14:03.9013400Z test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_int32 PASSED [0.0732s] [ 43%]
2025-03-14T04:14:03.9014040Z test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_int8 PASSED [0.0211s] [ 43%]
2025-03-14T04:14:03.9014680Z test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_bool PASSED [0.0846s] [ 43%]
2025-03-14T04:14:03.9015350Z test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_complex64 PASSED [0.0081s] [ 43%]
2025-03-14T04:14:03.9016010Z test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_float32 PASSED [0.0090s] [ 43%]
2025-03-14T04:14:03.9016670Z test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_int16 PASSED [0.0101s] [ 43%]
2025-03-14T04:14:03.9017320Z test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_float32 PASSED [0.0075s] [ 43%]
2025-03-14T04:14:03.9017980Z test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft2_cpu_uint8 PASSED [0.4575s] [ 43%]
2025-03-14T04:14:03.9018610Z test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfftn_cpu_bool PASSED [0.1493s] [ 44%]
2025-03-14T04:14:03.9019240Z test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_int64 PASSED [0.1493s] [ 44%]
2025-03-14T04:14:03.9019880Z test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_uint8 PASSED [0.0816s] [ 44%]
2025-03-14T04:14:03.9021300Z test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft2_cpu_int64 PASSED [0.1445s] [ 44%]
2025-03-14T04:14:03.9022060Z test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft2_cpu_uint8 PASSED [0.0081s] [ 44%]
2025-03-14T04:14:03.9023000Z test_mps.py::TestConsistencyCPU::test_output_match_fft_rfftn_cpu_float32 PASSED [0.0567s] [ 44%]
2025-03-14T04:14:03.9023630Z test_mps.py::TestConsistencyCPU::test_output_match_fft_rfftn_cpu_int16 PASSED [0.0490s] [ 44%]
2025-03-14T04:14:03.9024260Z test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_complex64 PASSED [0.0388s] [ 44%]
2025-03-14T04:14:03.9024870Z test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_int32 PASSED [0.0057s] [ 44%]
2025-03-14T04:14:03.9025500Z test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_bfloat16 PASSED [0.2551s] [ 44%]
2025-03-14T04:14:03.9026120Z test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_complex64 PASSED [0.1767s] [ 45%]
2025-03-14T04:14:03.9026750Z test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_float16 PASSED [0.0664s] [ 45%]
2025-03-14T04:14:03.9027370Z test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_bfloat16 PASSED [0.0042s] [ 45%]
2025-03-14T04:14:03.9027990Z test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_int64 PASSED [0.0260s] [ 45%]
2025-03-14T04:14:03.9028600Z test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_bfloat16 PASSED [0.0605s] [ 45%]
2025-03-14T04:14:03.9029220Z test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_int8 PASSED [0.0615s] [ 45%]
2025-03-14T04:14:03.9029820Z test_mps.py::TestConsistencyCPU::test_output_match_float_power_cpu_int32 XFAIL [0.0043s] [ 45%]
2025-03-14T04:14:03.9030440Z test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_int16 PASSED [0.1898s] [ 45%]
2025-03-14T04:14:03.9031030Z test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_int32 PASSED [0.1966s] [ 45%]
2025-03-14T04:14:03.9031630Z test_mps.py::TestConsistencyCPU::test_output_match_fmin_cpu_float32 PASSED [0.0112s] [ 45%]
2025-03-14T04:14:03.9032260Z test_mps.py::TestConsistencyCPU::test_output_match_fmin_cpu_int32 PASSED [0.1859s] [ 45%]
2025-03-14T04:14:03.9032840Z test_mps.py::TestConsistencyCPU::test_output_match_fmod_cpu_uint8 PASSED [0.4516s] [ 46%]
2025-03-14T04:14:03.9033440Z test_mps.py::TestConsistencyCPU::test_output_match_frexp_cpu_float16 XFAIL [0.0041s] [ 46%]
2025-03-14T04:14:03.9034050Z test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_bfloat16 PASSED [0.0798s] [ 46%]
2025-03-14T04:14:03.9034650Z test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_bool PASSED [0.0806s] [ 46%]
2025-03-14T04:14:03.9035240Z test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_int16 PASSED [0.0799s] [ 46%]
2025-03-14T04:14:03.9035820Z test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_int64 PASSED [0.0792s] [ 46%]
2025-03-14T04:14:03.9036410Z test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_int8 PASSED [0.0761s] [ 46%]
2025-03-14T04:14:03.9037030Z test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_bfloat16 XFAIL [0.0606s] [ 46%]
2025-03-14T04:14:03.9037660Z test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_bool XFAIL [0.0249s] [ 46%]
2025-03-14T04:14:03.9038290Z test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_int32 XFAIL [0.0457s] [ 46%]
2025-03-14T04:14:03.9038900Z test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_int64 XFAIL [0.0249s] [ 47%]
2025-03-14T04:14:03.9039510Z test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_int8 XFAIL [0.0253s] [ 47%]
2025-03-14T04:14:03.9040110Z test_mps.py::TestConsistencyCPU::test_output_match_gcd_cpu_int16 XFAIL [0.0042s] [ 47%]
2025-03-14T04:14:03.9040710Z test_mps.py::TestConsistencyCPU::test_output_match_ge_cpu_bfloat16 PASSED [0.1750s] [ 47%]
2025-03-14T04:14:03.9041320Z test_mps.py::TestConsistencyCPU::test_output_match_geqrf_cpu_complex64 XFAIL [0.0044s] [ 47%]
2025-03-14T04:14:03.9042200Z test_mps.py::TestConsistencyCPU::test_output_match_geqrf_cpu_float32 XFAIL [0.0040s] [ 47%]
2025-03-14T04:14:03.9042870Z test_mps.py::TestConsistencyCPU::test_output_match_gradient_cpu_bfloat16 PASSED [1.4527s] [ 47%]
2025-03-14T04:14:03.9043540Z test_mps.py::TestConsistencyCPU::test_output_match_gradient_cpu_float32 PASSED [1.0540s] [ 47%]
2025-03-14T04:14:03.9044450Z test_mps.py::TestConsistencyCPU::test_output_match_grid_sampler_2d_cpu_bfloat16 XFAIL [0.0539s] [ 47%]
2025-03-14T04:14:03.9045130Z test_mps.py::TestConsistencyCPU::test_output_match_grid_sampler_2d_cpu_float32 XFAIL [0.0752s] [ 47%]
2025-03-14T04:14:03.9045760Z test_mps.py::TestConsistencyCPU::test_output_match_gt_cpu_bfloat16 PASSED [0.4039s] [ 47%]
2025-03-14T04:14:03.9046350Z test_mps.py::TestConsistencyCPU::test_output_match_gt_cpu_int64 PASSED [0.4039s] [ 48%]
2025-03-14T04:14:03.9046950Z test_mps.py::TestConsistencyCPU::test_output_match_half_cpu_int32 PASSED [0.0527s] [ 48%]
2025-03-14T04:14:03.9047540Z test_mps.py::TestConsistencyCPU::test_output_match_half_cpu_int64 PASSED [0.0389s] [ 48%]
2025-03-14T04:14:03.9048210Z test_mps.py::TestConsistencyCPU::test_output_match_heaviside_cpu_bfloat16 XFAIL [0.0047s] [ 48%]
2025-03-14T04:14:03.9048830Z test_mps.py::TestConsistencyCPU::test_output_match_histc_cpu_float32 PASSED [1.1109s] [ 48%]
2025-03-14T04:14:03.9049470Z test_mps.py::TestConsistencyCPU::test_output_match_histogram_cpu_float32 PASSED [1.1291s] [ 48%]
2025-03-14T04:14:03.9050100Z test_mps.py::TestConsistencyCPU::test_output_match_hstack_cpu_complex64 PASSED [0.0586s] [ 48%]
2025-03-14T04:14:03.9050720Z test_mps.py::TestConsistencyCPU::test_output_match_hstack_cpu_int64 PASSED [0.1073s] [ 48%]
2025-03-14T04:14:03.9051330Z test_mps.py::TestConsistencyCPU::test_output_match_hypot_cpu_bfloat16 PASSED [0.2653s] [ 48%]
2025-03-14T04:14:03.9051930Z test_mps.py::TestConsistencyCPU::test_output_match_i0_cpu_float32 PASSED [0.0070s] [ 48%]
2025-03-14T04:14:03.9052510Z test_mps.py::TestConsistencyCPU::test_output_match_i0_cpu_int8 PASSED [0.0058s] [ 49%]
2025-03-14T04:14:03.9053110Z test_mps.py::TestConsistencyCPU::test_output_match_imag_cpu_complex64 PASSED [0.0051s] [ 49%]
2025-03-14T04:14:03.9053790Z test_mps.py::TestConsistencyCPU::test_output_match_index_fill_cpu_float16 PASSED [0.2495s] [ 49%]
2025-03-14T04:14:03.9054440Z test_mps.py::TestConsistencyCPU::test_output_match_index_fill_cpu_int8 PASSED [0.1221s] [ 49%]
2025-03-14T04:14:03.9055070Z test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_complex64 XFAIL [0.0080s] [ 49%]
2025-03-14T04:14:03.9055730Z test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amax_cpu_float16 XFAIL [0.0047s] [ 49%]
2025-03-14T04:14:03.9056400Z test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amax_cpu_int8 XFAIL [0.0051s] [ 49%]
2025-03-14T04:14:03.9057060Z test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_mean_cpu_int16 XFAIL [0.0046s] [ 49%]
2025-03-14T04:14:03.9057720Z test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_prod_cpu_uint8 XFAIL [0.0046s] [ 49%]
2025-03-14T04:14:03.9058390Z test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_bool PASSED [0.1350s] [ 49%]
2025-03-14T04:14:03.9059060Z test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_complex64 PASSED [0.0978s] [ 50%]
2025-03-14T04:14:03.9059730Z test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_float32 PASSED [0.1057s] [ 50%]
2025-03-14T04:14:03.9060380Z test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_uint8 PASSED [0.0508s] [ 50%]
2025-03-14T04:14:03.9061000Z test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_int16 PASSED [0.0525s] [ 50%]
2025-03-14T04:14:03.9061580Z test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_uint8 PASSED [0.0557s] [ 50%]
2025-03-14T04:14:03.9062180Z test_mps.py::TestConsistencyCPU::test_output_match_isclose_cpu_bool PASSED [1.0858s] [ 50%]
2025-03-14T04:14:03.9062800Z test_mps.py::TestConsistencyCPU::test_output_match_isfinite_cpu_bool PASSED [0.0271s] [ 50%]
2025-03-14T04:14:03.9063960Z test_mps.py::TestConsistencyCPU::test_output_match_isfinite_cpu_complex64 PASSED [0.0724s] [ 50%]
2025-03-14T04:14:03.9064760Z test_mps.py::TestConsistencyCPU::test_output_match_isfinite_cpu_float32 PASSED [0.0052s] [ 50%]
2025-03-14T04:14:03.9065380Z test_mps.py::TestConsistencyCPU::test_output_match_isfinite_cpu_int32 PASSED [0.0046s] [ 50%]
2025-03-14T04:14:03.9066270Z test_mps.py::TestConsistencyCPU::test_output_match_isfinite_cpu_int64 PASSED [0.0055s] [ 50%]
2025-03-14T04:14:03.9066880Z test_mps.py::TestConsistencyCPU::test_output_match_isfinite_cpu_int8 PASSED [0.0051s] [ 51%]
2025-03-14T04:14:03.9067500Z test_mps.py::TestConsistencyCPU::test_output_match_isin_cpu_float16 PASSED [0.0059s] [ 51%]
2025-03-14T04:14:03.9068110Z test_mps.py::TestConsistencyCPU::test_output_match_isinf_cpu_bool PASSED [0.0036s] [ 51%]
2025-03-14T04:14:03.9068720Z test_mps.py::TestConsistencyCPU::test_output_match_isinf_cpu_float16 PASSED [0.0510s] [ 51%]
2025-03-14T04:14:03.9069350Z test_mps.py::TestConsistencyCPU::test_output_match_isnan_cpu_complex64 PASSED [0.0270s] [ 51%]
2025-03-14T04:14:03.9069990Z test_mps.py::TestConsistencyCPU::test_output_match_isneginf_cpu_int32 PASSED [0.0043s] [ 51%]
2025-03-14T04:14:03.9078440Z test_mps.py::TestConsistencyCPU::test_output_match_isneginf_cpu_int64 PASSED [0.0039s] [ 51%]
2025-03-14T04:14:03.9079250Z test_mps.py::TestConsistencyCPU::test_output_match_isposinf_cpu_bool PASSED [0.0044s] [ 51%]
2025-03-14T04:14:03.9079860Z test_mps.py::TestConsistencyCPU::test_output_match_isposinf_cpu_int64 PASSED [0.0035s] [ 51%]
2025-03-14T04:14:03.9080480Z test_mps.py::TestConsistencyCPU::test_output_match_isposinf_cpu_int8 PASSED [0.0036s] [ 51%]
2025-03-14T04:14:03.9081100Z test_mps.py::TestConsistencyCPU::test_output_match_isposinf_cpu_uint8 PASSED [0.0042s] [ 52%]
2025-03-14T04:14:03.9081720Z test_mps.py::TestConsistencyCPU::test_output_match_isreal_cpu_float32 PASSED [0.0053s] [ 52%]
2025-03-14T04:14:03.9082330Z test_mps.py::TestConsistencyCPU::test_output_match_item_cpu_bfloat16 PASSED [0.0085s] [ 52%]
2025-03-14T04:14:03.9083110Z test_mps.py::TestConsistencyCPU::test_output_match_jiterator_2inputs_2outputs_cpu_bfloat16 SKIPPED [0.0009s] (Only runs on cuda) [ 52%]
2025-03-14T04:14:03.9084000Z test_mps.py::TestConsistencyCPU::test_output_match_jiterator_2inputs_2outputs_cpu_float16 SKIPPED [0.0008s] (Only runs on cuda) [ 52%]
2025-03-14T04:14:03.9084890Z test_mps.py::TestConsistencyCPU::test_output_match_jiterator_2inputs_2outputs_cpu_uint8 SKIPPED [0.0008s] (Only runs on cuda) [ 52%]
2025-03-14T04:14:03.9085790Z test_mps.py::TestConsistencyCPU::test_output_match_jiterator_4inputs_with_extra_args_cpu_bool SKIPPED [0.0010s] (Only runs on cuda) [ 52%]
2025-03-14T04:14:03.9086710Z test_mps.py::TestConsistencyCPU::test_output_match_jiterator_4inputs_with_extra_args_cpu_uint8 SKIPPED [0.0076s] (Only runs on cuda) [ 52%]
2025-03-14T04:14:03.9087560Z test_mps.py::TestConsistencyCPU::test_output_match_jiterator_unary_cpu_float16 SKIPPED [0.0015s] (Only runs on cuda) [ 52%]
2025-03-14T04:14:03.9088390Z test_mps.py::TestConsistencyCPU::test_output_match_jiterator_unary_cpu_int16 SKIPPED [0.0025s] (Only runs on cuda) [ 52%]
2025-03-14T04:14:03.9089190Z test_mps.py::TestConsistencyCPU::test_output_match_jiterator_unary_cpu_int8 SKIPPED [0.0008s] (Only runs on cuda) [ 52%]
2025-03-14T04:14:03.9089900Z test_mps.py::TestConsistencyCPU::test_output_match_le_cpu_float32 PASSED [0.1695s] [ 53%]
2025-03-14T04:14:03.9090510Z test_mps.py::TestConsistencyCPU::test_output_match_lerp_cpu_bfloat16 PASSED [0.3654s] [ 53%]
2025-03-14T04:14:03.9091120Z test_mps.py::TestConsistencyCPU::test_output_match_lerp_cpu_complex64 XFAIL [0.6413s] [ 53%]
2025-03-14T04:14:03.9091740Z test_mps.py::TestConsistencyCPU::test_output_match_lerp_cpu_float16 PASSED [0.3220s] [ 53%]
2025-03-14T04:14:03.9092360Z test_mps.py::TestConsistencyCPU::test_output_match_lgamma_cpu_float32 PASSED [0.0049s] [ 53%]
2025-03-14T04:14:03.9092960Z test_mps.py::TestConsistencyCPU::test_output_match_lgamma_cpu_int8 PASSED [0.0189s] [ 53%]
2025-03-14T04:14:03.9094070Z test_mps.py::TestConsistencyCPU::test_output_match_linalg_cross_cpu_bfloat16 PASSED [0.0090s] [ 53%]
2025-03-14T04:14:03.9094870Z test_mps.py::TestConsistencyCPU::test_output_match_linalg_cross_cpu_int16 PASSED [0.0067s] [ 53%]
2025-03-14T04:14:03.9095530Z test_mps.py::TestConsistencyCPU::test_output_match_linalg_diagonal_cpu_int32 PASSED [0.0121s] [ 53%]
2025-03-14T04:14:03.9096510Z test_mps.py::TestConsistencyCPU::test_output_match_linalg_eigvalsh_cpu_complex64 XFAIL [0.0095s] [ 53%]
2025-03-14T04:14:03.9097200Z test_mps.py::TestConsistencyCPU::test_output_match_linalg_lu_factor_cpu_float32 PASSED [0.3450s] [ 54%]
2025-03-14T04:14:03.9098320Z test_mps.py::TestConsistencyCPU::test_output_match_linalg_matrix_rank_hermitian_cpu_float32 XFAIL [0.0101s] [ 54%]
2025-03-14T04:14:03.9099070Z test_mps.py::TestConsistencyCPU::test_output_match_linalg_multi_dot_cpu_int16 PASSED [0.0104s] [ 54%]
2025-03-14T04:14:03.9099760Z test_mps.py::TestConsistencyCPU::test_output_match_linalg_multi_dot_cpu_int32 PASSED [0.0112s] [ 54%]
2025-03-14T04:14:03.9100460Z test_mps.py::TestConsistencyCPU::test_output_match_linalg_solve_ex_cpu_complex64 XFAIL [0.0102s] [ 54%]
2025-03-14T04:14:03.9101130Z test_mps.py::TestConsistencyCPU::test_output_match_linalg_svd_cpu_complex64 PASSED [0.1897s] [ 54%]
2025-03-14T04:14:03.9101800Z test_mps.py::TestConsistencyCPU::test_output_match_linalg_svdvals_cpu_float32 XFAIL [0.0041s] [ 54%]
2025-03-14T04:14:03.9102480Z test_mps.py::TestConsistencyCPU::test_output_match_linalg_vector_norm_cpu_float32 PASSED [3.9830s] [ 54%]
2025-03-14T04:14:03.9103130Z test_mps.py::TestConsistencyCPU::test_output_match_linspace_cpu_int64 PASSED [0.1514s] [ 54%]
2025-03-14T04:14:03.9103860Z test_mps.py::TestConsistencyCPU::test_output_match_linspace_tensor_overload_cpu_float16 PASSED [0.2733s] [ 54%]
2025-03-14T04:14:03.9104590Z test_mps.py::TestConsistencyCPU::test_output_match_linspace_tensor_overload_cpu_int32 PASSED [0.2765s] [ 55%]
2025-03-14T04:14:03.9105300Z test_mps.py::TestConsistencyCPU::test_output_match_linspace_tensor_overload_cpu_int64 PASSED [0.1470s] [ 55%]
2025-03-14T04:14:03.9106040Z test_mps.py::TestConsistencyCPU::test_output_match_linspace_tensor_overload_cpu_int8 PASSED [0.2862s] [ 55%]
2025-03-14T04:14:03.9106770Z test_mps.py::TestConsistencyCPU::test_output_match_log1p_cpu_int16 PASSED [0.0372s] [ 55%]
2025-03-14T04:14:03.9107380Z test_mps.py::TestConsistencyCPU::test_output_match_log1p_cpu_int8 PASSED [0.0716s] [ 55%]
2025-03-14T04:14:03.9107980Z test_mps.py::TestConsistencyCPU::test_output_match_log_cpu_bfloat16 PASSED [0.0603s] [ 55%]
2025-03-14T04:14:03.9108630Z test_mps.py::TestConsistencyCPU::test_output_match_log_softmax_with_dtype_cpu_int8 XFAIL [0.0055s] [ 55%]
2025-03-14T04:14:03.9109340Z test_mps.py::TestConsistencyCPU::test_output_match_log_softmax_with_dtype_cpu_uint8 XFAIL [0.0042s] [ 55%]
2025-03-14T04:14:03.9110020Z test_mps.py::TestConsistencyCPU::test_output_match_logaddexp2_cpu_float32 PASSED [0.0407s] [ 55%]
2025-03-14T04:14:03.9110660Z test_mps.py::TestConsistencyCPU::test_output_match_logaddexp_cpu_bfloat16 PASSED [0.4319s] [ 55%]
2025-03-14T04:14:03.9111320Z test_mps.py::TestConsistencyCPU::test_output_match_logaddexp_cpu_complex64 XFAIL [0.1897s] [ 55%]
2025-03-14T04:14:03.9111970Z test_mps.py::TestConsistencyCPU::test_output_match_logaddexp_cpu_float32 PASSED [0.2193s] [ 56%]
2025-03-14T04:14:03.9112630Z test_mps.py::TestConsistencyCPU::test_output_match_logcumsumexp_cpu_float32 XFAIL [0.0046s] [ 56%]
2025-03-14T04:14:03.9113270Z test_mps.py::TestConsistencyCPU::test_output_match_logical_and_cpu_int32 PASSED [0.4769s] [ 56%]
2025-03-14T04:14:03.9113910Z test_mps.py::TestConsistencyCPU::test_output_match_logical_and_cpu_int8 PASSED [0.4792s] [ 56%]
2025-03-14T04:14:03.9114540Z test_mps.py::TestConsistencyCPU::test_output_match_logical_not_cpu_int64 PASSED [0.0584s] [ 56%]
2025-03-14T04:14:03.9115170Z test_mps.py::TestConsistencyCPU::test_output_match_logical_not_cpu_int8 PASSED [0.0288s] [ 56%]
2025-03-14T04:14:03.9115810Z test_mps.py::TestConsistencyCPU::test_output_match_logical_or_cpu_bfloat16 PASSED [0.4802s] [ 56%]
2025-03-14T04:14:03.9116860Z test_mps.py::TestConsistencyCPU::test_output_match_logical_or_cpu_bool PASSED [0.2150s] [ 56%]
2025-03-14T04:14:03.9117560Z test_mps.py::TestConsistencyCPU::test_output_match_logical_xor_cpu_bfloat16 PASSED [0.2165s] [ 56%]
2025-03-14T04:14:03.9118400Z test_mps.py::TestConsistencyCPU::test_output_match_logical_xor_cpu_bool PASSED [0.3540s] [ 56%]
2025-03-14T04:14:03.9119030Z test_mps.py::TestConsistencyCPU::test_output_match_logical_xor_cpu_int32 PASSED [0.5120s] [ 57%]
2025-03-14T04:14:03.9119670Z test_mps.py::TestConsistencyCPU::test_output_match_logical_xor_cpu_int64 PASSED [0.5207s] [ 57%]
2025-03-14T04:14:03.9120280Z test_mps.py::TestConsistencyCPU::test_output_match_logspace_cpu_int8 XFAIL [0.0050s] [ 57%]
2025-03-14T04:14:03.9120950Z test_mps.py::TestConsistencyCPU::test_output_match_logspace_tensor_overload_cpu_complex64 XFAIL [0.0053s] [ 57%]
2025-03-14T04:14:03.9121670Z test_mps.py::TestConsistencyCPU::test_output_match_logspace_tensor_overload_cpu_int16 XFAIL [0.0052s] [ 57%]
2025-03-14T04:14:03.9122390Z test_mps.py::TestConsistencyCPU::test_output_match_logspace_tensor_overload_cpu_int64 XFAIL [0.0052s] [ 57%]
2025-03-14T04:14:03.9123060Z test_mps.py::TestConsistencyCPU::test_output_match_logsumexp_cpu_bfloat16 PASSED [0.5546s] [ 57%]
2025-03-14T04:14:03.9123700Z test_mps.py::TestConsistencyCPU::test_output_match_long_cpu_bfloat16 PASSED [0.0594s] [ 57%]
2025-03-14T04:14:03.9124300Z test_mps.py::TestConsistencyCPU::test_output_match_long_cpu_bool PASSED [0.0801s] [ 57%]
2025-03-14T04:14:03.9124910Z test_mps.py::TestConsistencyCPU::test_output_match_long_cpu_complex64 PASSED [0.0669s] [ 57%]
2025-03-14T04:14:03.9125520Z test_mps.py::TestConsistencyCPU::test_output_match_long_cpu_float16 PASSED [0.0571s] [ 57%]
2025-03-14T04:14:03.9126120Z test_mps.py::TestConsistencyCPU::test_output_match_lt_cpu_bfloat16 PASSED [0.2142s] [ 58%]
2025-03-14T04:14:03.9126720Z test_mps.py::TestConsistencyCPU::test_output_match_lt_cpu_float16 PASSED [0.0222s] [ 58%]
2025-03-14T04:14:03.9127310Z test_mps.py::TestConsistencyCPU::test_output_match_lt_cpu_int64 PASSED [0.4086s] [ 58%]
2025-03-14T04:14:03.9127930Z test_mps.py::TestConsistencyCPU::test_output_match_lu_cpu_complex64 XFAIL [0.0053s] [ 58%]
2025-03-14T04:14:03.9128550Z test_mps.py::TestConsistencyCPU::test_output_match_lu_solve_cpu_float32 XFAIL [0.0055s] [ 58%]
2025-03-14T04:14:03.9129160Z test_mps.py::TestConsistencyCPU::test_output_match_mH_cpu_bfloat16 PASSED [0.0074s] [ 58%]
2025-03-14T04:14:03.9129740Z test_mps.py::TestConsistencyCPU::test_output_match_mH_cpu_int8 PASSED [0.0061s] [ 58%]
2025-03-14T04:14:03.9130330Z test_mps.py::TestConsistencyCPU::test_output_match_mT_cpu_bfloat16 PASSED [0.0062s] [ 58%]
2025-03-14T04:14:03.9130910Z test_mps.py::TestConsistencyCPU::test_output_match_mT_cpu_float16 PASSED [0.0074s] [ 58%]
2025-03-14T04:14:03.9131540Z test_mps.py::TestConsistencyCPU::test_output_match_mT_cpu_float32 PASSED [0.0069s] [ 58%]
2025-03-14T04:14:03.9132150Z test_mps.py::TestConsistencyCPU::test_output_match_masked_amin_cpu_int16 PASSED [0.3495s] [ 59%]
2025-03-14T04:14:03.9132800Z test_mps.py::TestConsistencyCPU::test_output_match_masked_amin_cpu_int32 PASSED [0.3371s] [ 59%]
2025-03-14T04:14:03.9133440Z test_mps.py::TestConsistencyCPU::test_output_match_masked_amin_cpu_int64 PASSED [0.7767s] [ 59%]
2025-03-14T04:14:03.9134080Z test_mps.py::TestConsistencyCPU::test_output_match_masked_argmax_cpu_int64 PASSED [0.3237s] [ 59%]
2025-03-14T04:14:03.9134740Z test_mps.py::TestConsistencyCPU::test_output_match_masked_argmin_cpu_int64 PASSED [0.3133s] [ 59%]
2025-03-14T04:14:03.9135410Z test_mps.py::TestConsistencyCPU::test_output_match_masked_cumprod_cpu_float32 PASSED [0.0234s] [ 59%]
2025-03-14T04:14:03.9136080Z test_mps.py::TestConsistencyCPU::test_output_match_masked_cumsum_cpu_float16 PASSED [0.0547s] [ 59%]
2025-03-14T04:14:03.9136750Z test_mps.py::TestConsistencyCPU::test_output_match_masked_cumsum_cpu_float32 PASSED [0.0548s] [ 59%]
2025-03-14T04:14:03.9137730Z test_mps.py::TestConsistencyCPU::test_output_match_masked_cumsum_cpu_int64 PASSED [0.2474s] [ 59%]
2025-03-14T04:14:03.9138470Z test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_float16 PASSED [0.0124s] [ 59%]
2025-03-14T04:14:03.9150560Z test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_int16 PASSED [0.0117s] [ 60%]
2025-03-14T04:14:03.9151680Z test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_int32 PASSED [0.0119s] [ 60%]
2025-03-14T04:14:03.9152340Z test_mps.py::TestConsistencyCPU::test_output_match_masked_logsumexp_cpu_int32 PASSED [2.3907s] [ 60%]
2025-03-14T04:14:03.9153020Z test_mps.py::TestConsistencyCPU::test_output_match_masked_median_cpu_float32 XFAIL [0.0048s] [ 60%]
2025-03-14T04:14:03.9153670Z test_mps.py::TestConsistencyCPU::test_output_match_masked_norm_cpu_float32 PASSED [1.0448s] [ 60%]
2025-03-14T04:14:03.9154320Z test_mps.py::TestConsistencyCPU::test_output_match_masked_prod_cpu_bool PASSED [0.7446s] [ 60%]
2025-03-14T04:14:03.9154990Z test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_bfloat16 PASSED [0.0200s] [ 60%]
2025-03-14T04:14:03.9155670Z test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_int32 PASSED [0.0123s] [ 60%]
2025-03-14T04:14:03.9156330Z test_mps.py::TestConsistencyCPU::test_output_match_masked_softmax_cpu_float16 PASSED [0.1840s] [ 60%]
2025-03-14T04:14:03.9157040Z test_mps.py::TestConsistencyCPU::test_output_match_masked_softmin_cpu_bfloat16 PASSED [0.4186s] [ 60%]
2025-03-14T04:14:03.9157720Z test_mps.py::TestConsistencyCPU::test_output_match_masked_softmin_cpu_float16 PASSED [0.0395s] [ 60%]
2025-03-14T04:14:03.9158390Z test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_bfloat16 PASSED [1.1873s] [ 61%]
2025-03-14T04:14:03.9159050Z test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_complex64 PASSED [2.1020s] [ 61%]
2025-03-14T04:14:03.9159700Z test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_float16 PASSED [0.0909s] [ 61%]
2025-03-14T04:14:03.9160360Z test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_float32 PASSED [0.5121s] [ 61%]
2025-03-14T04:14:03.9160990Z test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_int16 PASSED [0.4173s] [ 61%]
2025-03-14T04:14:03.9161620Z test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_int32 PASSED [0.9750s] [ 61%]
2025-03-14T04:14:03.9162300Z test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_complex64 PASSED [0.9165s] [ 61%]
2025-03-14T04:14:03.9163330Z test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_float16 PASSED [0.8102s] [ 61%]
2025-03-14T04:14:03.9164010Z test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_float32 PASSED [0.6839s] [ 61%]
2025-03-14T04:14:03.9164650Z test_mps.py::TestConsistencyCPU::test_output_match_matmul_cpu_bfloat16 PASSED [1.3639s] [ 61%]
2025-03-14T04:14:03.9165460Z test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_float16 PASSED [0.2681s] [ 62%]
2025-03-14T04:14:03.9166180Z test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_no_dim_cpu_int8 PASSED [0.0842s] [ 62%]
2025-03-14T04:14:03.9166870Z test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_no_dim_cpu_uint8 PASSED [0.1990s] [ 62%]
2025-03-14T04:14:03.9167570Z test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_with_dim_cpu_int32 PASSED [0.2638s] [ 62%]
2025-03-14T04:14:03.9168280Z test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_with_dim_cpu_int64 PASSED [0.1223s] [ 62%]
2025-03-14T04:14:03.9168990Z test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_with_dim_cpu_int8 PASSED [0.2898s] [ 62%]
2025-03-14T04:14:03.9169650Z test_mps.py::TestConsistencyCPU::test_output_match_maximum_cpu_int16 PASSED [0.0114s] [ 62%]
2025-03-14T04:14:03.9170270Z test_mps.py::TestConsistencyCPU::test_output_match_mean_cpu_bfloat16 PASSED [1.3482s] [ 62%]
2025-03-14T04:14:03.9170940Z test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_variadic_tensors_cpu_bool PASSED [0.0159s] [ 62%]
2025-03-14T04:14:03.9172520Z test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_variadic_tensors_cpu_float32 PASSED [0.0159s] [ 62%]
2025-03-14T04:14:03.9173550Z test_mps.py::TestConsistencyCPU::test_output_match_min_binary_cpu_uint8 PASSED [0.2994s] [ 62%]
2025-03-14T04:14:03.9176400Z test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_no_dim_cpu_int8 PASSED [0.1714s] [ 63%]
2025-03-14T04:14:03.9178050Z test_mps.py::TestConsistencyCPU::test_output_match_minimum_cpu_bfloat16 PASSED [0.3088s] [ 63%]
2025-03-14T04:14:03.9178700Z test_mps.py::TestConsistencyCPU::test_output_match_minimum_cpu_float16 PASSED [0.0132s] [ 63%]
2025-03-14T04:14:03.9179310Z test_mps.py::TestConsistencyCPU::test_output_match_mm_cpu_int64 PASSED [0.0062s] [ 63%]
2025-03-14T04:14:03.9179890Z test_mps.py::TestConsistencyCPU::test_output_match_mm_cpu_int8 PASSED [0.0054s] [ 63%]
2025-03-14T04:14:03.9180470Z test_mps.py::TestConsistencyCPU::test_output_match_mode_cpu_int32 XFAIL [0.0056s] [ 63%]
2025-03-14T04:14:03.9181130Z test_mps.py::TestConsistencyCPU::test_output_match_msort_cpu_bfloat16 PASSED [0.0586s] [ 63%]
2025-03-14T04:14:03.9181800Z test_mps.py::TestConsistencyCPU::test_output_match_multinomial_cpu_float32 XFAIL [0.4142s] [ 63%]
2025-03-14T04:14:03.9182450Z test_mps.py::TestConsistencyCPU::test_output_match_mv_cpu_complex64 PASSED [0.0898s] [ 63%]
2025-03-14T04:14:03.9183070Z test_mps.py::TestConsistencyCPU::test_output_match_mv_cpu_float16 PASSED [0.0046s] [ 63%]
2025-03-14T04:14:03.9183650Z test_mps.py::TestConsistencyCPU::test_output_match_mv_cpu_uint8 PASSED [0.0338s] [ 64%]
2025-03-14T04:14:03.9184300Z test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_3_cpu_bfloat16 PASSED [1.0507s] [ 64%]
2025-03-14T04:14:03.9185020Z test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_3_cpu_float16 PASSED [0.7853s] [ 64%]
2025-03-14T04:14:03.9185780Z test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_3_cpu_float32 PASSED [0.8473s] [ 64%]
2025-03-14T04:14:03.9186490Z test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_3_cpu_int16 PASSED [0.3794s] [ 64%]
2025-03-14T04:14:03.9187190Z test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_3_cpu_int64 PASSED [0.4078s] [ 64%]
2025-03-14T04:14:03.9187860Z test_mps.py::TestConsistencyCPU::test_output_match_nan_to_num_cpu_float16 PASSED [0.0734s] [ 64%]
2025-03-14T04:14:03.9188530Z test_mps.py::TestConsistencyCPU::test_output_match_nan_to_num_cpu_int16 PASSED [0.0039s] [ 64%]
2025-03-14T04:14:03.9189160Z test_mps.py::TestConsistencyCPU::test_output_match_nan_to_num_cpu_int32 PASSED [0.0039s] [ 64%]
2025-03-14T04:14:03.9189790Z test_mps.py::TestConsistencyCPU::test_output_match_nan_to_num_cpu_uint8 PASSED [0.0037s] [ 64%]
2025-03-14T04:14:03.9190410Z test_mps.py::TestConsistencyCPU::test_output_match_nanmean_cpu_float32 PASSED [2.1717s] [ 65%]
2025-03-14T04:14:03.9191050Z test_mps.py::TestConsistencyCPU::test_output_match_nanmedian_cpu_int8 XFAIL [0.0040s] [ 65%]
2025-03-14T04:14:03.9191670Z test_mps.py::TestConsistencyCPU::test_output_match_nansum_cpu_float16 PASSED [0.8293s] [ 65%]
2025-03-14T04:14:03.9192300Z test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_int16 PASSED [0.0058s] [ 65%]
2025-03-14T04:14:03.9193020Z test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_int32 PASSED [0.0053s] [ 65%]
2025-03-14T04:14:03.9193680Z test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_uint8 PASSED [0.0053s] [ 65%]
2025-03-14T04:14:03.9194960Z test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_bool PASSED [0.0103s] [ 65%]
2025-03-14T04:14:03.9195780Z test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_complex64 PASSED [0.0100s] [ 65%]
2025-03-14T04:14:03.9196410Z test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_int32 PASSED [0.0099s] [ 65%]
2025-03-14T04:14:03.9197070Z test_mps.py::TestConsistencyCPU::test_output_match_native_batch_norm_cpu_bfloat16 PASSED [0.0269s] [ 65%]
2025-03-14T04:14:03.9197770Z test_mps.py::TestConsistencyCPU::test_output_match_native_batch_norm_cpu_float32 PASSED [0.3829s] [ 65%]
2025-03-14T04:14:03.9199050Z test_mps.py::TestConsistencyCPU::test_output_match_native_dropout_backward_cpu_float16 XFAIL [0.0045s] [ 66%]
2025-03-14T04:14:03.9199760Z test_mps.py::TestConsistencyCPU::test_output_match_native_layer_norm_cpu_float32 PASSED [0.4991s] [ 66%]
2025-03-14T04:14:03.9200620Z test_mps.py::TestConsistencyCPU::test_output_match_ne_cpu_float16 PASSED [0.2653s] [ 66%]
2025-03-14T04:14:03.9201210Z test_mps.py::TestConsistencyCPU::test_output_match_ne_cpu_int32 PASSED [0.4530s] [ 66%]
2025-03-14T04:14:03.9201800Z test_mps.py::TestConsistencyCPU::test_output_match_neg_cpu_float16 PASSED [0.0386s] [ 66%]
2025-03-14T04:14:03.9202510Z test_mps.py::TestConsistencyCPU::test_output_match_new_empty_cpu_float16 SKIPPED [0.0002s] (Skipping empty ops.) [ 66%]
2025-03-14T04:14:03.9203310Z test_mps.py::TestConsistencyCPU::test_output_match_new_empty_cpu_int64 SKIPPED [0.0001s] (Skipping empty ops.) [ 66%]
2025-03-14T04:14:03.9204180Z test_mps.py::TestConsistencyCPU::test_output_match_new_empty_strided_cpu_float16 SKIPPED [0.0002s] (Skipping empty ops.) [ 66%]
2025-03-14T04:14:03.9205010Z test_mps.py::TestConsistencyCPU::test_output_match_new_empty_strided_cpu_int32 SKIPPED [0.0002s] (Skipping empty ops.) [ 66%]
2025-03-14T04:14:03.9205760Z test_mps.py::TestConsistencyCPU::test_output_match_new_full_cpu_bfloat16 PASSED [0.1636s] [ 66%]
2025-03-14T04:14:03.9206420Z test_mps.py::TestConsistencyCPU::test_output_match_new_full_cpu_complex64 PASSED [0.3247s] [ 67%]
2025-03-14T04:14:03.9207070Z test_mps.py::TestConsistencyCPU::test_output_match_new_ones_cpu_complex64 PASSED [0.3075s] [ 67%]
2025-03-14T04:14:03.9207700Z test_mps.py::TestConsistencyCPU::test_output_match_new_ones_cpu_int32 PASSED [0.1145s] [ 67%]
2025-03-14T04:14:03.9208320Z test_mps.py::TestConsistencyCPU::test_output_match_new_ones_cpu_int64 PASSED [0.1061s] [ 67%]
2025-03-14T04:14:03.9208940Z test_mps.py::TestConsistencyCPU::test_output_match_new_zeros_cpu_float32 PASSED [0.0070s] [ 67%]
2025-03-14T04:14:03.9209590Z test_mps.py::TestConsistencyCPU::test_output_match_new_zeros_cpu_int32 PASSED [0.0060s] [ 67%]
2025-03-14T04:14:03.9210320Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_avg_pool1d_cpu_bfloat16 XFAIL [0.0035s] [ 67%]
2025-03-14T04:14:03.9211130Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_avg_pool3d_cpu_bfloat16 XFAIL [0.0056s] [ 67%]
2025-03-14T04:14:03.9211920Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_max_pool2d_cpu_bfloat16 PASSED [0.4209s] [ 67%]
2025-03-14T04:14:03.9212690Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_alpha_dropout_cpu_bfloat16 XFAIL [0.1699s] [ 67%]
2025-03-14T04:14:03.9213430Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_alpha_dropout_cpu_float32 XFAIL [0.1158s] [ 67%]
2025-03-14T04:14:03.9214450Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_binary_cross_entropy_cpu_float32 PASSED [0.4473s] [ 68%]
2025-03-14T04:14:03.9215290Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_celu_cpu_float16 PASSED [0.0763s] [ 68%]
2025-03-14T04:14:03.9216040Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_channel_shuffle_cpu_complex64 XFAIL [0.0041s] [ 68%]
2025-03-14T04:14:03.9216790Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv1d_cpu_bfloat16 PASSED [0.4177s] [ 68%]
2025-03-14T04:14:03.9217520Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv2d_cpu_complex64 PASSED [6.5659s] [ 68%]
2025-03-14T04:14:03.9218280Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv3d_cpu_complex64 SKIPPED [0.0002s] (Skipped!) [ 68%]
2025-03-14T04:14:03.9229740Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv3d_cpu_float32 SKIPPED [0.0001s] (Skipped!) [ 68%]
2025-03-14T04:14:03.9230670Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv_transpose2d_cpu_int64 XFAIL [0.0043s] [ 68%]
2025-03-14T04:14:03.9231820Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv_transpose3d_cpu_float16 XFAIL [0.0044s] [ 68%]
2025-03-14T04:14:03.9232630Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_cosine_embedding_loss_cpu_float32 PASSED [0.1200s] [ 68%]
2025-03-14T04:14:03.9233620Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_cosine_embedding_loss_cpu_uint8 PASSED [0.3456s] [ 69%]
2025-03-14T04:14:03.9234390Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_dropout_cpu_bfloat16 XFAIL [0.0402s] [ 69%]
2025-03-14T04:14:03.9235130Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_elu_cpu_float16 PASSED [0.0045s] [ 69%]
2025-03-14T04:14:03.9235820Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_elu_cpu_float32 PASSED [0.0765s] [ 69%]
2025-03-14T04:14:03.9236560Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_fractional_max_pool2d_cpu_float32 XFAIL [0.0458s] [ 69%]
2025-03-14T04:14:03.9237370Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_fractional_max_pool3d_cpu_bfloat16 XFAIL [0.0493s] [ 69%]
2025-03-14T04:14:03.9238710Z test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_gaussian_nll_loss_cpu_bfloat16 Test results will be stored in test-reports/python-pytest/test_mps/test_mps-c16603a1b8235c29.xml
2025-03-14T04:14:03.9239600Z ============================= test session starts ==============================
2025-03-14T04:14:03.9240350Z platform darwin -- Python 3.9.12, pytest-7.3.2, pluggy-1.5.0 -- /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284/bin/python3
2025-03-14T04:14:03.9240940Z cachedir: .pytest_cache
2025-03-14T04:14:03.9241530Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow]
2025-03-14T04:14:03.9242200Z rootdir: /Users/ec2-user/runner/_work/pytorch/pytorch
2025-03-14T04:14:03.9242510Z configfile: pytest.ini
2025-03-14T04:14:03.9243150Z plugins: xdoctest-1.1.0, cpp-2.3.0, rerunfailures-10.3, flakefinder-1.1.0, hypothesis-6.56.4, xdist-3.3.1, subtests-0.13.1, typeguard-4.3.0
2025-03-14T04:14:03.9243760Z collecting ... collected 6911 items
2025-03-14T04:14:03.9244080Z stepcurrent: Cannot find last run test, not skipping
2025-03-14T04:14:03.9520810Z Running 979 items in this shard: test/test_mps.py::TestMPS::test_add_scalars, test/test_mps.py::TestMPS::test_addcmul, test/test_mps.py::TestMPS::test_addmm, test/test_mps.py::TestMPS::test_any, test/test_mps.py::TestMPS::test_arange_empty, test/test_mps.py::TestMPS::test_argmax, test/test_mps.py::TestMPS::test_batch_norm_backward, test/test_mps.py::TestMPS::test_bce_loss_always_nonnegative, test/test_mps.py::TestMPS::test_binops_dtype_precedence, test/test_mps.py::TestMPS::test_cast_mps_to_cpu, test/test_mps.py::TestMPS::test_cast_mps_to_mps, test/test_mps.py::TestMPS::test_cdist_non_contiguous, test/test_mps.py::TestMPS::test_cdist_norm, test/test_mps.py::TestMPS::test_clamp, test/test_mps.py::TestMPS::test_copy_broadcasting, test/test_mps.py::TestMPS::test_copy_storage_offset, test/test_mps.py::TestMPS::test_cross, test/test_mps.py::TestMPS::test_cumprod_minus_one_axis, test/test_mps.py::TestMPS::test_do_sync_thrice_its_all_right, test/test_mps.py::TestMPS::test_exponential, test/test_mps.py::TestMPS::test_fmin, test/test_mps.py::TestMPS::test_hardswish, test/test_mps.py::TestMPS::test_hardtanh, test/test_mps.py::TestMPS::test_index_select_scalar, test/test_mps.py::TestMPS::test_jit_save_load, test/test_mps.py::TestMPS::test_log_softmax_large_numbers, test/test_mps.py::TestMPS::test_log_ten, test/test_mps.py::TestMPS::test_max_el, test/test_mps.py::TestMPS::test_min_el, test/test_mps.py::TestMPS::test_minimum_maximum, test/test_mps.py::TestMPS::test_mps_event_module, test/test_mps.py::TestMPS::test_non_contiguous_sampling_variation, test/test_mps.py::TestMPS::test_norm, test/test_mps.py::TestMPS::test_random, test/test_mps.py::TestMPS::test_reduction_sum_max_long_val, test/test_mps.py::TestMPS::test_repeat_interleave, test/test_mps.py::TestMPS::test_setitem_scalar, test/test_mps.py::TestMPS::test_slice_casting, test/test_mps.py::TestMPS::test_slice_scatter, test/test_mps.py::TestMPS::test_slice_view_api_float32, test/test_mps.py::TestMPS::test_softplus, test/test_mps.py::TestMPS::test_torch_repeat_interleave, test/test_mps.py::TestMPS::test_transpose_3D, test/test_mps.py::TestMPS::test_transpose_inplace, test/test_mps.py::TestMPS::test_type_casting, test/test_mps.py::TestMPS::test_unique, test/test_mps.py::TestMPS::test_unsafe_chunk, test/test_mps.py::TestLogical::test_logical_xor, test/test_mps.py::TestLogical::test_shifts_int32, test/test_mps.py::TestSmoothL1Loss::test_smooth_l1_loss_reduction_mean_requires_grad_False, test/test_mps.py::TestNLLLoss::test_nll_loss_out_of_bounds_ignore_index, test/test_mps.py::TestTopK::test_topk, test/test_mps.py::TestNNMPS::test_conv3d_backward_collision, test/test_mps.py::TestNNMPS::test_conv_expand, test/test_mps.py::TestNNMPS::test_requires_grad_, test/test_mps.py::TestPad::test_circular_pad, test/test_mps.py::TestPad::test_pad, test/test_mps.py::TestSDPA::test_sdpa_3d_input_float16, test/test_mps.py::TestSDPA::test_sdpa_no_mask_causal_fp16_L7, test/test_mps.py::TestSDPA::test_sdpa_no_mask_causal_fp32, test/test_mps.py::TestSDPA::test_sdpa_no_mask_no_causal_fp32, test/test_mps.py::TestViewOpsMPS::test_flatten_nonview, test/test_mps.py::TestViewOpsMPS::test_inplace_view_add, test/test_mps.py::TestViewOpsMPS::test_memory_format_resize_, test/test_mps.py::TestViewOpsMPS::test_narrow_view, test/test_mps.py::TestViewOpsMPS::test_resize_as_mps_dtypes, test/test_mps.py::TestViewOpsMPS::test_squeeze_view, test/test_mps.py::TestViewOpsMPS::test_transpose_inplace_view, test/test_mps.py::TestViewOpsMPS::test_transposes, test/test_mps.py::TestViewOpsMPS::test_transposes_errors, test/test_mps.py::TestViewOpsMPS::test_unsqueeze, test/test_mps.py::TestViewOpsMPS::test_view_as_view, test/test_mps.py::TestConvolutionMPS::test_grid_sample, test/test_mps.py::TestAdvancedIndexing::test_basic_advanced_combined, test/test_mps.py::TestAdvancedIndexing::test_boolean_array_indexing, test/test_mps.py::TestAdvancedIndexing::test_empty_slice, test/test_mps.py::TestAdvancedIndexing::test_index_setitem_bools_slices, test/test_mps.py::TestAdvancedIndexing::test_invalid_index, test/test_mps.py::TestAdvancedIndexing::test_multiple_bool_indices, test/test_mps.py::TestAdvancedIndexing::test_nonzero_multi_threading, test/test_mps.py::TestAdvancedIndexing::test_nonzero_non_diff, test/test_mps.py::TestAdvancedIndexing::test_out_of_bound_index, test/test_mps.py::TestRNNMPS::test_LSTM_cell, test/test_mps.py::TestRNNMPS::test_lstm_backward, test/test_mps.py::TestFallbackWarning::test_no_warning_on_import, test/test_mps.py::TestFallbackWarning::test_warn_on_not_implemented_with_fallback, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_H_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match___getitem___cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match___radd___cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match___rpow___cpu_float16, 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test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_put_accumulate_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_addcdiv_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_addcmul_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_arange_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_arange_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_argmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_argmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_argmax_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_scatter_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_asin_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_asin_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_atanh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_atanh_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_3d_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_3d_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_3d_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_3d_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_baddbmm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_baddbmm_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bernoulli_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_bernoulli_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_and_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_right_shift_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_xor_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_xor_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_ceil_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ceil_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_ceil_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cholesky_inverse_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cholesky_inverse_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_max_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_max_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_combinations_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_copysign_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_copysign_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_corrcoef_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cumsum_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cumulative_trapezoid_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_div_floor_rounding_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_div_floor_rounding_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_div_floor_rounding_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_div_no_rounding_mode_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_equal_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_erf_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_erfc_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_erfc_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_erfc_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_exponential_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftn_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftn_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfftn_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft2_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_divide_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_fmin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fmod_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_geometric_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_gradient_cpu_int32, 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test/test_mps.py::TestConsistencyCPU::test_output_match_igamma_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_add_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_add_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_copy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_index_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amax_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amin_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_prod_cpu_int32, 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test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_relu_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_scaled_dot_product_attention_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_silu_complex_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softsign_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_tanhshrink_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_tanhshrink_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_threshold_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_loss_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_loss_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_loss_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_loss_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_loss_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_with_distance_loss_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_upsample_bilinear_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_static_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_static_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_nuc_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_like_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_permute_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_permute_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_permute_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_0_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_1_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_1_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_2_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_4_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_positive_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_positive_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_pow_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_prod_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_put_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_qr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_rad2deg_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_rad2deg_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_rad2deg_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_like_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_like_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_randn_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_randn_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_randn_like_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_ravel_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_ravel_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_remainder_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_renorm_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_as_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_resize_as__cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_resize_as__cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_resize_as__cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_resolve_conj_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_resolve_neg_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_roll_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_roll_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_roll_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_roll_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_round_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_rsqrt_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_rsqrt_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_rsub_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_rsub_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_add_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_add_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_amax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_amin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_mean_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_prod_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_prod_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_searchsorted_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_select_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_select_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_sgn_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sigmoid_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_signal_windows_exponential_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_signal_windows_general_cosine_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_signal_windows_kaiser_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_signbit_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_signbit_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_sinc_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_sinh_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sinh_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_slice_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_slice_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_slice_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_slice_scatter_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_softmax_with_dtype_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sort_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_airy_ai_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j0_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j1_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j1_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y1_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y1_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_entr_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_erfcx_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_hermite_polynomial_he_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1e_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_laguerre_polynomial_l_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_laguerre_polynomial_l_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_legendre_polynomial_p_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_i0_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_i0_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_i1_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k0_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k1_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtri_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_polygamma_special_polygamma_n_0_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_polygamma_special_polygamma_n_0_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_polygamma_special_polygamma_n_0_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k0_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k1_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_v_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_v_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_w_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_spherical_bessel_j0_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_split_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_split_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_split_list_args_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_copy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_std_mean_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_std_mean_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_std_mean_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_std_unbiased_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_stft_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_sub_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_to_size_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_svd_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_t_copy_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_t_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_take_along_dim_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_take_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_take_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tan_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_tan_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_tan_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tan_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_tanh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tanh_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_tensordot_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_tensordot_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_tensordot_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_to_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_to_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_to_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_to_sparse_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_trapezoid_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_trapz_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_trunc_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_trunc_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_consecutive_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_unravel_index_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_unravel_index_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_split_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_split_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_split_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_var_mean_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_var_mean_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_var_mean_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_vdot_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_vdot_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_real_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_view_cpu_bfloat16, test/test_mps.py::TestConsistencyCPU::test_output_match_view_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_view_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_view_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_vsplit_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_vsplit_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_vstack_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_where_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_zero__cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_like_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_like_cpu_int32, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_add_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_amin_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_aminmax_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_cat_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_float_power_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_floor_divide_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_gather_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_ldexp_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_linalg_lstsq_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_masked_select_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_max_binary_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_maximum_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_mean_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_min_binary_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_minimum_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_neg_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_avg_pool1d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_max_pool1d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_soft_margin_loss_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_softshrink_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_triplet_margin_loss_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_normal_in_place_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_general_hamming_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_laguerre_polynomial_l_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_legendre_polynomial_p_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_sum_to_size_mps, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_allclose_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_broadcast_to_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_diagflat_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_nn_functional_conv_transpose2d_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_nn_functional_rms_norm_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_ravel_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_signal_windows_cosine_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_signal_windows_gaussian_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_signal_windows_general_cosine_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_signal_windows_nuttall_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_squeeze_copy_mps_float32, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_complex128, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_int64, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_int8, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_1_n_48_q_group_128_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_1_n_64_q_group_256_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_1_n_64_q_group_64_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_32_n_48_q_group_256_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_32_n_64_q_group_128_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_32_n_64_q_group_128_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_64_q_group_256_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_1_k_32_n_32_mps, test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_64_k_32_n_32_mps, test/test_mps.py::TestLinalgMPSMPS::test_matrix_rank_mps
2025-03-14T04:14:03.9780060Z 
2025-03-14T04:14:03.9780360Z test_mps.py::TestMPS::test_add_scalars PASSED [0.1941s]                  [  0%]
2025-03-14T04:14:03.9780930Z test_mps.py::TestMPS::test_addcmul PASSED [0.1026s]                      [  0%]
2025-03-14T04:14:03.9781450Z test_mps.py::TestMPS::test_addmm PASSED [0.0189s]                        [  0%]
2025-03-14T04:14:03.9781960Z test_mps.py::TestMPS::test_any PASSED [0.6024s]                          [  0%]
2025-03-14T04:14:03.9782470Z test_mps.py::TestMPS::test_arange_empty PASSED [0.0015s]                 [  0%]
2025-03-14T04:14:03.9782980Z test_mps.py::TestMPS::test_argmax PASSED [0.0379s]                       [  0%]
2025-03-14T04:14:03.9783480Z test_mps.py::TestMPS::test_batch_norm_backward PASSED [0.1321s]          [  0%]
2025-03-14T04:14:03.9783990Z test_mps.py::TestMPS::test_bce_loss_always_nonnegative PASSED [0.0266s]  [  0%]
2025-03-14T04:14:03.9784510Z test_mps.py::TestMPS::test_binops_dtype_precedence PASSED [16.4847s]     [  0%]
2025-03-14T04:14:03.9785040Z test_mps.py::TestMPS::test_cast_mps_to_cpu PASSED [0.0280s]              [  1%]
2025-03-14T04:14:03.9785540Z test_mps.py::TestMPS::test_cast_mps_to_mps PASSED [0.0315s]              [  1%]
2025-03-14T04:14:03.9786030Z test_mps.py::TestMPS::test_cdist_non_contiguous PASSED [0.2141s]         [  1%]
2025-03-14T04:14:03.9786550Z test_mps.py::TestMPS::test_cdist_norm PASSED [0.8280s]                   [  1%]
2025-03-14T04:14:03.9787040Z test_mps.py::TestMPS::test_clamp PASSED [0.0819s]                        [  1%]
2025-03-14T04:14:03.9787540Z test_mps.py::TestMPS::test_copy_broadcasting PASSED [0.1085s]            [  1%]
2025-03-14T04:14:03.9788040Z test_mps.py::TestMPS::test_copy_storage_offset PASSED [0.0119s]          [  1%]
2025-03-14T04:14:03.9788540Z test_mps.py::TestMPS::test_cross PASSED [0.0136s]                        [  1%]
2025-03-14T04:14:03.9789030Z test_mps.py::TestMPS::test_cumprod_minus_one_axis PASSED [0.0170s]       [  1%]
2025-03-14T04:14:03.9789540Z test_mps.py::TestMPS::test_do_sync_thrice_its_all_right PASSED [0.0231s] [  1%]
2025-03-14T04:14:03.9790820Z test_mps.py::TestMPS::test_exponential SKIPPED [0.0002s] (This does not test anything) [  2%]
2025-03-14T04:14:03.9791510Z test_mps.py::TestMPS::test_fmin PASSED [0.0082s]                         [  2%]
2025-03-14T04:14:03.9792350Z test_mps.py::TestMPS::test_hardswish PASSED [0.0606s]                    [  2%]
2025-03-14T04:14:03.9792860Z test_mps.py::TestMPS::test_hardtanh PASSED [0.1962s]                     [  2%]
2025-03-14T04:14:03.9793350Z test_mps.py::TestMPS::test_index_select_scalar PASSED [0.0026s]          [  2%]
2025-03-14T04:14:03.9793850Z test_mps.py::TestMPS::test_jit_save_load PASSED [0.1049s]                [  2%]
2025-03-14T04:14:03.9794360Z test_mps.py::TestMPS::test_log_softmax_large_numbers PASSED [0.0311s]    [  2%]
2025-03-14T04:14:03.9794860Z test_mps.py::TestMPS::test_log_ten PASSED [0.0146s]                      [  2%]
2025-03-14T04:14:03.9795360Z test_mps.py::TestMPS::test_max_el PASSED [0.4373s]                       [  2%]
2025-03-14T04:14:03.9795860Z test_mps.py::TestMPS::test_min_el PASSED [0.0970s]                       [  2%]
2025-03-14T04:14:03.9796360Z test_mps.py::TestMPS::test_minimum_maximum PASSED [0.0240s]              [  3%]
2025-03-14T04:14:03.9796860Z test_mps.py::TestMPS::test_mps_event_module PASSED [0.0370s]             [  3%]
2025-03-14T04:14:03.9797400Z test_mps.py::TestMPS::test_non_contiguous_sampling_variation PASSED [0.4736s] [  3%]
2025-03-14T04:14:03.9797930Z test_mps.py::TestMPS::test_norm PASSED [0.1614s]                         [  3%]
2025-03-14T04:14:03.9798420Z test_mps.py::TestMPS::test_random PASSED [0.2356s]                       [  3%]
2025-03-14T04:14:03.9798920Z test_mps.py::TestMPS::test_reduction_sum_max_long_val PASSED [0.0115s]   [  3%]
2025-03-14T04:14:03.9799420Z test_mps.py::TestMPS::test_repeat_interleave PASSED [0.1357s]            [  3%]
2025-03-14T04:14:03.9799910Z test_mps.py::TestMPS::test_setitem_scalar PASSED [0.4137s]               [  3%]
2025-03-14T04:14:03.9800410Z test_mps.py::TestMPS::test_slice_casting PASSED [0.0048s]                [  3%]
2025-03-14T04:14:03.9800910Z test_mps.py::TestMPS::test_slice_scatter PASSED [0.0125s]                [  3%]
2025-03-14T04:14:03.9801400Z test_mps.py::TestMPS::test_slice_view_api_float32 PASSED [0.0956s]       [  4%]
2025-03-14T04:14:03.9801910Z test_mps.py::TestMPS::test_softplus PASSED [3.7081s]                     [  4%]
2025-03-14T04:14:03.9802410Z test_mps.py::TestMPS::test_torch_repeat_interleave PASSED [0.0888s]      [  4%]
2025-03-14T04:14:03.9802920Z test_mps.py::TestMPS::test_transpose_3D PASSED [0.0028s]                 [  4%]
2025-03-14T04:14:03.9803420Z test_mps.py::TestMPS::test_transpose_inplace PASSED [0.0020s]            [  4%]
2025-03-14T04:14:03.9803910Z test_mps.py::TestMPS::test_type_casting PASSED [0.0768s]                 [  4%]
2025-03-14T04:14:03.9804410Z test_mps.py::TestMPS::test_unique PASSED [0.1597s]                       [  4%]
2025-03-14T04:14:03.9804910Z test_mps.py::TestMPS::test_unsafe_chunk PASSED [0.0129s]                 [  4%]
2025-03-14T04:14:03.9805410Z test_mps.py::TestLogical::test_logical_xor PASSED [0.0824s]              [  4%]
2025-03-14T04:14:03.9805910Z test_mps.py::TestLogical::test_shifts_int32 PASSED [0.0541s]             [  5%]
2025-03-14T04:14:03.9806530Z test_mps.py::TestSmoothL1Loss::test_smooth_l1_loss_reduction_mean_requires_grad_False PASSED [0.1481s] [  5%]
2025-03-14T04:14:03.9807190Z test_mps.py::TestNLLLoss::test_nll_loss_out_of_bounds_ignore_index PASSED [0.1150s] [  5%]
2025-03-14T04:14:03.9807740Z test_mps.py::TestTopK::test_topk PASSED [1.2311s]                        [  5%]
2025-03-14T04:14:03.9808250Z test_mps.py::TestNNMPS::test_conv3d_backward_collision PASSED [0.1162s]  [  5%]
2025-03-14T04:14:03.9808760Z test_mps.py::TestNNMPS::test_conv_expand PASSED [0.0453s]                [  5%]
2025-03-14T04:14:03.9809270Z test_mps.py::TestNNMPS::test_requires_grad_ PASSED [0.0015s]             [  5%]
2025-03-14T04:14:03.9809770Z test_mps.py::TestPad::test_circular_pad PASSED [0.0279s]                 [  5%]
2025-03-14T04:14:03.9810560Z test_mps.py::TestPad::test_pad PASSED [0.6165s]                          [  5%]
2025-03-14T04:14:03.9811140Z test_mps.py::TestSDPA::test_sdpa_3d_input_float16 PASSED [0.0539s]       [  5%]
2025-03-14T04:14:03.9811840Z test_mps.py::TestSDPA::test_sdpa_no_mask_causal_fp16_L7 PASSED [0.0690s] [  6%]
2025-03-14T04:14:03.9812340Z test_mps.py::TestSDPA::test_sdpa_no_mask_causal_fp32 PASSED [0.0776s]    [  6%]
2025-03-14T04:14:03.9812860Z test_mps.py::TestSDPA::test_sdpa_no_mask_no_causal_fp32 PASSED [0.0214s] [  6%]
2025-03-14T04:14:03.9813370Z test_mps.py::TestViewOpsMPS::test_flatten_nonview PASSED [0.0225s]       [  6%]
2025-03-14T04:14:03.9813880Z test_mps.py::TestViewOpsMPS::test_inplace_view_add PASSED [0.0120s]      [  6%]
2025-03-14T04:14:03.9814400Z test_mps.py::TestViewOpsMPS::test_memory_format_resize_ PASSED [0.0196s] [  6%]
2025-03-14T04:14:03.9823160Z test_mps.py::TestViewOpsMPS::test_narrow_view PASSED [0.0095s]           [  6%]
2025-03-14T04:14:03.9823890Z test_mps.py::TestViewOpsMPS::test_resize_as_mps_dtypes PASSED [0.0047s]  [  6%]
2025-03-14T04:14:03.9824420Z test_mps.py::TestViewOpsMPS::test_squeeze_view PASSED [0.0096s]          [  6%]
2025-03-14T04:14:03.9824940Z test_mps.py::TestViewOpsMPS::test_transpose_inplace_view PASSED [0.0028s] [  6%]
2025-03-14T04:14:03.9825480Z test_mps.py::TestViewOpsMPS::test_transposes PASSED [0.0232s]            [  7%]
2025-03-14T04:14:03.9826000Z test_mps.py::TestViewOpsMPS::test_transposes_errors PASSED [0.0115s]     [  7%]
2025-03-14T04:14:03.9826530Z test_mps.py::TestViewOpsMPS::test_unsqueeze PASSED [0.0012s]             [  7%]
2025-03-14T04:14:03.9827040Z test_mps.py::TestViewOpsMPS::test_view_as_view PASSED [0.0016s]          [  7%]
2025-03-14T04:14:03.9827550Z test_mps.py::TestConvolutionMPS::test_grid_sample PASSED [0.1360s]       [  7%]
2025-03-14T04:14:03.9828120Z test_mps.py::TestAdvancedIndexing::test_basic_advanced_combined PASSED [0.0148s] [  7%]
2025-03-14T04:14:03.9828720Z test_mps.py::TestAdvancedIndexing::test_boolean_array_indexing PASSED [0.1374s] [  7%]
2025-03-14T04:14:03.9829290Z test_mps.py::TestAdvancedIndexing::test_empty_slice PASSED [0.0114s]     [  7%]
2025-03-14T04:14:03.9829860Z test_mps.py::TestAdvancedIndexing::test_index_setitem_bools_slices PASSED [0.0601s] [  7%]
2025-03-14T04:14:03.9830450Z test_mps.py::TestAdvancedIndexing::test_invalid_index PASSED [0.0122s]   [  7%]
2025-03-14T04:14:03.9831010Z test_mps.py::TestAdvancedIndexing::test_multiple_bool_indices PASSED [0.0722s] [  8%]
2025-03-14T04:14:03.9831730Z test_mps.py::TestAdvancedIndexing::test_nonzero_multi_threading PASSED [0.0016s] [  8%]
2025-03-14T04:14:03.9832300Z test_mps.py::TestAdvancedIndexing::test_nonzero_non_diff PASSED [0.0857s] [  8%]
2025-03-14T04:14:03.9832850Z test_mps.py::TestAdvancedIndexing::test_out_of_bound_index PASSED [0.0142s] [  8%]
2025-03-14T04:14:03.9833390Z test_mps.py::TestRNNMPS::test_LSTM_cell PASSED [0.2284s]                 [  8%]
2025-03-14T04:14:03.9833910Z test_mps.py::TestRNNMPS::test_lstm_backward PASSED [2.6464s]             [  8%]
2025-03-14T04:14:03.9834450Z test_mps.py::TestFallbackWarning::test_no_warning_on_import PASSED [1.0933s] [  8%]
2025-03-14T04:14:03.9835070Z test_mps.py::TestFallbackWarning::test_warn_on_not_implemented_with_fallback PASSED [1.0925s] [  8%]
2025-03-14T04:14:03.9835740Z test_mps.py::TestConsistencyCPU::test_output_grad_match_H_cpu_float16 PASSED [0.0939s] [  8%]
2025-03-14T04:14:03.9836400Z test_mps.py::TestConsistencyCPU::test_output_grad_match___getitem___cpu_float32 PASSED [0.0470s] [  8%]
2025-03-14T04:14:03.9837080Z test_mps.py::TestConsistencyCPU::test_output_grad_match___radd___cpu_float16 PASSED [0.1664s] [  9%]
2025-03-14T04:14:03.9837750Z test_mps.py::TestConsistencyCPU::test_output_grad_match___rpow___cpu_float16 PASSED [0.5509s] [  9%]
2025-03-14T04:14:03.9838460Z test_mps.py::TestConsistencyCPU::test_output_grad_match__native_batch_norm_legit_cpu_float16 PASSED [0.4047s] [  9%]
2025-03-14T04:14:03.9839570Z test_mps.py::TestConsistencyCPU::test_output_grad_match__segment_reduce_offsets_cpu_float32 XFAIL [0.0066s] [  9%]
2025-03-14T04:14:03.9840400Z test_mps.py::TestConsistencyCPU::test_output_grad_match__unsafe_masked_index_put_accumulate_cpu_float16 XFAIL [0.0495s] [  9%]
2025-03-14T04:14:03.9841360Z test_mps.py::TestConsistencyCPU::test_output_grad_match__unsafe_masked_index_put_accumulate_cpu_float32 PASSED [0.1157s] [  9%]
2025-03-14T04:14:03.9842090Z test_mps.py::TestConsistencyCPU::test_output_grad_match_acos_cpu_float16 PASSED [0.0729s] [  9%]
2025-03-14T04:14:03.9842730Z test_mps.py::TestConsistencyCPU::test_output_grad_match_addbmm_cpu_float32 PASSED [0.1140s] [  9%]
2025-03-14T04:14:03.9843380Z test_mps.py::TestConsistencyCPU::test_output_grad_match_addmv_cpu_float16 PASSED [0.1706s] [  9%]
2025-03-14T04:14:03.9844030Z test_mps.py::TestConsistencyCPU::test_output_grad_match_addr_cpu_float16 PASSED [0.0531s] [ 10%]
2025-03-14T04:14:03.9844670Z test_mps.py::TestConsistencyCPU::test_output_grad_match_all_cpu_float16 PASSED [0.3350s] [ 10%]
2025-03-14T04:14:03.9845310Z test_mps.py::TestConsistencyCPU::test_output_grad_match_amax_cpu_float32 PASSED [0.6556s] [ 10%]
2025-03-14T04:14:03.9845950Z test_mps.py::TestConsistencyCPU::test_output_grad_match_amin_cpu_float16 PASSED [0.4854s] [ 10%]
2025-03-14T04:14:03.9846590Z test_mps.py::TestConsistencyCPU::test_output_grad_match_aminmax_cpu_float16 XFAIL [0.0352s] [ 10%]
2025-03-14T04:14:03.9847240Z test_mps.py::TestConsistencyCPU::test_output_grad_match_argmin_cpu_float32 PASSED [0.1357s] [ 10%]
2025-03-14T04:14:03.9847880Z test_mps.py::TestConsistencyCPU::test_output_grad_match_asin_cpu_float16 PASSED [0.0406s] [ 10%]
2025-03-14T04:14:03.9848520Z test_mps.py::TestConsistencyCPU::test_output_grad_match_atan_cpu_float32 PASSED [0.0355s] [ 10%]
2025-03-14T04:14:03.9849170Z test_mps.py::TestConsistencyCPU::test_output_grad_match_atanh_cpu_float16 PASSED [0.0547s] [ 10%]
2025-03-14T04:14:03.9849830Z test_mps.py::TestConsistencyCPU::test_output_grad_match_atleast_3d_cpu_float32 PASSED [0.0156s] [ 10%]
2025-03-14T04:14:03.9850500Z test_mps.py::TestConsistencyCPU::test_output_grad_match_cdouble_cpu_float16 XFAIL [0.0063s] [ 11%]
2025-03-14T04:14:03.9851140Z test_mps.py::TestConsistencyCPU::test_output_grad_match_ceil_cpu_float32 PASSED [0.0182s] [ 11%]
2025-03-14T04:14:03.9851790Z test_mps.py::TestConsistencyCPU::test_output_grad_match_clone_cpu_float32 PASSED [0.0056s] [ 11%]
2025-03-14T04:14:03.9852460Z test_mps.py::TestConsistencyCPU::test_output_grad_match_column_stack_cpu_float16 PASSED [0.0514s] [ 11%]
2025-03-14T04:14:03.9853150Z test_mps.py::TestConsistencyCPU::test_output_grad_match_combinations_cpu_float16 PASSED [0.9971s] [ 11%]
2025-03-14T04:14:03.9853820Z test_mps.py::TestConsistencyCPU::test_output_grad_match_complex_cpu_float16 PASSED [0.0240s] [ 11%]
2025-03-14T04:14:03.9854500Z test_mps.py::TestConsistencyCPU::test_output_grad_match_copysign_cpu_float16 PASSED [0.0738s] [ 11%]
2025-03-14T04:14:03.9855170Z test_mps.py::TestConsistencyCPU::test_output_grad_match_copysign_cpu_float32 PASSED [0.2022s] [ 11%]
2025-03-14T04:14:03.9855830Z test_mps.py::TestConsistencyCPU::test_output_grad_match_cosh_cpu_float16 PASSED [0.0736s] [ 11%]
2025-03-14T04:14:03.9856470Z test_mps.py::TestConsistencyCPU::test_output_grad_match_cov_cpu_float32 PASSED [0.9457s] [ 11%]
2025-03-14T04:14:03.9857180Z test_mps.py::TestConsistencyCPU::test_output_grad_match_cumulative_trapezoid_cpu_float16 PASSED [0.4592s] [ 12%]
2025-03-14T04:14:03.9857980Z test_mps.py::TestConsistencyCPU::test_output_grad_match_deg2rad_cpu_float16 PASSED [0.0177s] [ 12%]
2025-03-14T04:14:03.9858650Z test_mps.py::TestConsistencyCPU::test_output_grad_match_diagflat_cpu_float16 PASSED [0.0098s] [ 12%]
2025-03-14T04:14:03.9859340Z test_mps.py::TestConsistencyCPU::test_output_grad_match_diagonal_copy_cpu_float16 PASSED [0.0290s] [ 12%]
2025-03-14T04:14:03.9860020Z test_mps.py::TestConsistencyCPU::test_output_grad_match_digamma_cpu_float32 PASSED [0.0170s] [ 12%]
2025-03-14T04:14:03.9860670Z test_mps.py::TestConsistencyCPU::test_output_grad_match_dot_cpu_float32 PASSED [0.0234s] [ 12%]
2025-03-14T04:14:03.9861650Z test_mps.py::TestConsistencyCPU::test_output_grad_match_empty_permuted_cpu_float32 SKIPPED [0.0004s] (Skipping empty ops.) [ 12%]
2025-03-14T04:14:03.9862640Z test_mps.py::TestConsistencyCPU::test_output_grad_match_empty_strided_cpu_float16 SKIPPED [0.0001s] (Skipping empty ops.) [ 12%]
2025-03-14T04:14:03.9863520Z test_mps.py::TestConsistencyCPU::test_output_grad_match_erf_cpu_float16 PASSED [0.0200s] [ 12%]
2025-03-14T04:14:03.9864270Z test_mps.py::TestConsistencyCPU::test_output_grad_match_exp_cpu_float32 PASSED [0.0072s] [ 12%]
2025-03-14T04:14:03.9864930Z test_mps.py::TestConsistencyCPU::test_output_grad_match_expand_as_cpu_float16 PASSED [0.0315s] [ 13%]
2025-03-14T04:14:03.9865610Z test_mps.py::TestConsistencyCPU::test_output_grad_match_expand_copy_cpu_float32 PASSED [0.0755s] [ 13%]
2025-03-14T04:14:03.9866270Z test_mps.py::TestConsistencyCPU::test_output_grad_match_expm1_cpu_float16 PASSED [0.0180s] [ 13%]
2025-03-14T04:14:03.9866940Z test_mps.py::TestConsistencyCPU::test_output_grad_match_exponential_cpu_float16 XFAIL [0.0549s] [ 13%]
2025-03-14T04:14:03.9867620Z test_mps.py::TestConsistencyCPU::test_output_grad_match_fft_ifft2_cpu_float32 PASSED [0.3600s] [ 13%]
2025-03-14T04:14:03.9868320Z test_mps.py::TestConsistencyCPU::test_output_grad_match_flipud_cpu_float16 PASSED [0.0167s] [ 13%]
2025-03-14T04:14:03.9869060Z test_mps.py::TestConsistencyCPU::test_output_grad_match_floor_divide_cpu_float16 XFAIL [0.0144s] [ 13%]
2025-03-14T04:14:03.9869810Z test_mps.py::TestConsistencyCPU::test_output_grad_match_fmin_cpu_float16 PASSED [0.2181s] [ 13%]
2025-03-14T04:14:03.9870460Z test_mps.py::TestConsistencyCPU::test_output_grad_match_fmin_cpu_float32 PASSED [0.1536s] [ 13%]
2025-03-14T04:14:03.9871100Z test_mps.py::TestConsistencyCPU::test_output_grad_match_frexp_cpu_float16 XFAIL [0.0041s] [ 13%]
2025-03-14T04:14:03.9871840Z test_mps.py::TestConsistencyCPU::test_output_grad_match_full_like_cpu_float32 XFAIL [0.0321s] [ 14%]
2025-03-14T04:14:03.9872600Z test_mps.py::TestConsistencyCPU::test_output_grad_match_gather_cpu_float16 PASSED [0.1090s] [ 14%]
2025-03-14T04:14:03.9873230Z test_mps.py::TestConsistencyCPU::test_output_grad_match_gt_cpu_float32 PASSED [0.1014s] [ 14%]
2025-03-14T04:14:03.9873900Z test_mps.py::TestConsistencyCPU::test_output_grad_match_histc_cpu_float32 PASSED [0.8452s] [ 14%]
2025-03-14T04:14:03.9874600Z test_mps.py::TestConsistencyCPU::test_output_grad_match_i0_cpu_float16 PASSED [0.0135s] [ 14%]
2025-03-14T04:14:03.9875350Z test_mps.py::TestConsistencyCPU::test_output_grad_match_index_reduce_mean_cpu_float32 XFAIL [0.0041s] [ 14%]
2025-03-14T04:14:03.9876050Z test_mps.py::TestConsistencyCPU::test_output_grad_match_index_reduce_prod_cpu_float16 XFAIL [0.0040s] [ 14%]
2025-03-14T04:14:03.9876750Z test_mps.py::TestConsistencyCPU::test_output_grad_match_index_select_cpu_float16 PASSED [0.0715s] [ 14%]
2025-03-14T04:14:03.9877420Z test_mps.py::TestConsistencyCPU::test_output_grad_match_kthvalue_cpu_float16 XFAIL [0.0042s] [ 14%]
2025-03-14T04:14:03.9878070Z test_mps.py::TestConsistencyCPU::test_output_grad_match_ldexp_cpu_float32 PASSED [0.2346s] [ 15%]
2025-03-14T04:14:03.9878810Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_cholesky_ex_cpu_float32 PASSED [0.1498s] [ 15%]
2025-03-14T04:14:03.9879590Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_diagonal_cpu_float16 PASSED [0.0213s] [ 15%]
2025-03-14T04:14:03.9880330Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_eig_cpu_float32 XFAIL [0.0076s] [ 15%]
2025-03-14T04:14:03.9881020Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_eigvalsh_cpu_float32 XFAIL [0.0057s] [ 15%]
2025-03-14T04:14:03.9881720Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_multi_dot_cpu_float32 PASSED [0.1681s] [ 15%]
2025-03-14T04:14:03.9882490Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_norm_subgradients_at_zero_cpu_float16 PASSED [0.7899s] [ 15%]
2025-03-14T04:14:03.9893390Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_slogdet_cpu_float32 XFAIL [0.0234s] [ 15%]
2025-03-14T04:14:03.9894330Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_solve_ex_cpu_float32 XFAIL [0.0122s] [ 15%]
2025-03-14T04:14:03.9895030Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_svdvals_cpu_float32 XFAIL [0.0051s] [ 15%]
2025-03-14T04:14:03.9896050Z test_mps.py::TestConsistencyCPU::test_output_grad_match_linalg_vector_norm_cpu_float32 PASSED [3.4448s] [ 16%]
2025-03-14T04:14:03.9896740Z test_mps.py::TestConsistencyCPU::test_output_grad_match_log2_cpu_float32 PASSED [0.0400s] [ 16%]
2025-03-14T04:14:03.9897390Z test_mps.py::TestConsistencyCPU::test_output_grad_match_logspace_cpu_float32 XFAIL [0.0034s] [ 16%]
2025-03-14T04:14:03.9898060Z test_mps.py::TestConsistencyCPU::test_output_grad_match_long_cpu_float16 PASSED [0.0310s] [ 16%]
2025-03-14T04:14:03.9898700Z test_mps.py::TestConsistencyCPU::test_output_grad_match_long_cpu_float32 PASSED [0.0294s] [ 16%]
2025-03-14T04:14:03.9899360Z test_mps.py::TestConsistencyCPU::test_output_grad_match_mT_cpu_float32 PASSED [0.0099s] [ 16%]
2025-03-14T04:14:03.9900020Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_amin_cpu_float32 PASSED [0.4900s] [ 16%]
2025-03-14T04:14:03.9900640Z test_mps.py::TestConsistencyCPU::test_output_grad_match_masked_mean_cpu_float32 
2025-03-14T04:14:04.0107780Z Prepare all required actions
2025-03-14T04:14:04.0108210Z Getting action download info
2025-03-14T04:14:04.1958330Z Download action repository 'seemethere/upload-artifact-s3@v5' (SHA:baba72d0712b404f646cebe0730933554ebce96a)
2025-03-14T04:14:04.5159760Z Download action repository 'actions/upload-artifact@v4' (SHA:4cec3d8aa04e39d1a68397de0c4cd6fb9dce8ec1)
2025-03-14T04:14:04.8540680Z ##[group]Run ./.github/actions/upload-test-artifacts
2025-03-14T04:14:04.8541010Z with:
2025-03-14T04:14:04.8541160Z   use-gha: true
2025-03-14T04:14:04.8541400Z   file-suffix: test-mps-1-1-macos-m1-14_38754445776
2025-03-14T04:14:04.8541700Z   s3-bucket: gha-artifacts
2025-03-14T04:14:04.8541910Z env:
2025-03-14T04:14:04.8542760Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:14:04.8543880Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:14:04.8544370Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:04.8544890Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:04.8545710Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output
2025-03-14T04:14:04.8546810Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:04.8547460Z ##[endgroup]
2025-03-14T04:14:04.8639200Z ##[group]Run actions/upload-artifact@v4
2025-03-14T04:14:04.8639470Z with:
2025-03-14T04:14:04.8639780Z   name: test-jsons-runattempt1-test-mps-1-1-macos-m1-14_38754445776.zip
2025-03-14T04:14:04.8640170Z   retention-days: 14
2025-03-14T04:14:04.8640380Z   if-no-files-found: warn
2025-03-14T04:14:04.8640600Z   path: test/**/*.json
2025-03-14T04:14:04.8640800Z   compression-level: 6
2025-03-14T04:14:04.8640990Z   overwrite: false
2025-03-14T04:14:04.8641190Z   include-hidden-files: false
2025-03-14T04:14:04.8641400Z env:
2025-03-14T04:14:04.8642240Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:14:04.8643270Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:14:04.8643760Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:04.8644290Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:04.8645170Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output
2025-03-14T04:14:04.8646560Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:04.8647230Z ##[endgroup]
2025-03-14T04:14:05.8261290Z With the provided path, there will be 8 files uploaded
2025-03-14T04:14:05.8261870Z Artifact name is valid!
2025-03-14T04:14:05.8262130Z Root directory input is valid!
2025-03-14T04:14:05.9154000Z Beginning upload of artifact content to blob storage
2025-03-14T04:14:06.0743640Z Uploaded bytes 44689
2025-03-14T04:14:06.1048560Z Finished uploading artifact content to blob storage!
2025-03-14T04:14:06.1061620Z SHA256 hash of uploaded artifact zip is cff95481b2f52ce790340835f533a8d11e6d655518003c225108333945d75553
2025-03-14T04:14:06.1062880Z Finalizing artifact upload
2025-03-14T04:14:06.1637340Z Artifact test-jsons-runattempt1-test-mps-1-1-macos-m1-14_38754445776.zip.zip successfully finalized. Artifact ID 2750467775
2025-03-14T04:14:06.1639240Z Artifact test-jsons-runattempt1-test-mps-1-1-macos-m1-14_38754445776.zip has been successfully uploaded! Final size is 44689 bytes. Artifact ID is 2750467775
2025-03-14T04:14:06.1658530Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/13849515284/artifacts/2750467775
2025-03-14T04:14:06.1806820Z ##[group]Run actions/upload-artifact@v4
2025-03-14T04:14:06.1807090Z with:
2025-03-14T04:14:06.1807420Z   name: test-reports-runattempt1-test-mps-1-1-macos-m1-14_38754445776.zip
2025-03-14T04:14:06.1807830Z   retention-days: 14
2025-03-14T04:14:06.1808050Z   if-no-files-found: ignore
2025-03-14T04:14:06.1808330Z   path: test/**/*.xml
test/**/*.csv

2025-03-14T04:14:06.1808610Z   compression-level: 6
2025-03-14T04:14:06.1808850Z   overwrite: false
2025-03-14T04:14:06.1809150Z   include-hidden-files: false
2025-03-14T04:14:06.1809440Z env:
2025-03-14T04:14:06.1810330Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:14:06.1811390Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:14:06.1811900Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:06.1812740Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:06.1813620Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output
2025-03-14T04:14:06.1814770Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:06.1815450Z ##[endgroup]
2025-03-14T04:14:06.6920560Z With the provided path, there will be 28 files uploaded
2025-03-14T04:14:06.6923410Z Artifact name is valid!
2025-03-14T04:14:06.6924210Z Root directory input is valid!
2025-03-14T04:14:06.7504760Z Beginning upload of artifact content to blob storage
2025-03-14T04:14:06.9901430Z Uploaded bytes 141675
2025-03-14T04:14:07.0212510Z Finished uploading artifact content to blob storage!
2025-03-14T04:14:07.0215820Z SHA256 hash of uploaded artifact zip is dfcda5fe68157a9cb9491e7d86454ac92649c3b32e8a362ff742f43c4e9c22e2
2025-03-14T04:14:07.0216520Z Finalizing artifact upload
2025-03-14T04:14:07.0793310Z Artifact test-reports-runattempt1-test-mps-1-1-macos-m1-14_38754445776.zip.zip successfully finalized. Artifact ID 2750467831
2025-03-14T04:14:07.0794550Z Artifact test-reports-runattempt1-test-mps-1-1-macos-m1-14_38754445776.zip has been successfully uploaded! Final size is 141675 bytes. Artifact ID is 2750467831
2025-03-14T04:14:07.0814120Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/13849515284/artifacts/2750467831
2025-03-14T04:14:07.0933030Z ##[group]Run actions/upload-artifact@v4
2025-03-14T04:14:07.0933310Z with:
2025-03-14T04:14:07.0933620Z   name: logs-runattempt1-test-mps-1-1-macos-m1-14_38754445776.zip
2025-03-14T04:14:07.0934230Z   retention-days: 14
2025-03-14T04:14:07.0934470Z   if-no-files-found: ignore
2025-03-14T04:14:07.0934740Z   path: usage_log.txt
test/**/*.log

2025-03-14T04:14:07.0935020Z   compression-level: 6
2025-03-14T04:14:07.0935260Z   overwrite: false
2025-03-14T04:14:07.0935490Z   include-hidden-files: false
2025-03-14T04:14:07.0935720Z env:
2025-03-14T04:14:07.0936580Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:14:07.0937630Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:14:07.0938130Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:07.0938650Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:07.0939870Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output
2025-03-14T04:14:07.0941100Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:07.0941800Z ##[endgroup]
2025-03-14T04:14:07.6279190Z Multiple search paths detected. Calculating the least common ancestor of all paths
2025-03-14T04:14:07.6282450Z The least common ancestor is /Users/ec2-user/runner/_work/pytorch/pytorch. This will be the root directory of the artifact
2025-03-14T04:14:07.6284200Z With the provided path, there will be 26 files uploaded
2025-03-14T04:14:07.6285570Z Artifact name is valid!
2025-03-14T04:14:07.6286200Z Root directory input is valid!
2025-03-14T04:14:07.6857060Z Beginning upload of artifact content to blob storage
2025-03-14T04:14:07.9462520Z Uploaded bytes 226247
2025-03-14T04:14:07.9783120Z Finished uploading artifact content to blob storage!
2025-03-14T04:14:07.9786100Z SHA256 hash of uploaded artifact zip is 379bcb0f936d89348b7915f84f86b5072b56b1d8d01b63b492bd3a9c5d7480fb
2025-03-14T04:14:07.9787680Z Finalizing artifact upload
2025-03-14T04:14:08.0414370Z Artifact logs-runattempt1-test-mps-1-1-macos-m1-14_38754445776.zip.zip successfully finalized. Artifact ID 2750467884
2025-03-14T04:14:08.0415510Z Artifact logs-runattempt1-test-mps-1-1-macos-m1-14_38754445776.zip has been successfully uploaded! Final size is 226247 bytes. Artifact ID is 2750467884
2025-03-14T04:14:08.0430380Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/13849515284/artifacts/2750467884
2025-03-14T04:14:08.0589620Z ##[group]Run pytorch/test-infra/.github/actions/check-disk-space@main
2025-03-14T04:14:08.0590000Z with:
2025-03-14T04:14:08.0590190Z   minimum-available-space-in-gb: 6
2025-03-14T04:14:08.0590430Z env:
2025-03-14T04:14:08.0591270Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:14:08.0592290Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:14:08.0592780Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:08.0593300Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:08.0594120Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output
2025-03-14T04:14:08.0595240Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:08.0595900Z ##[endgroup]
2025-03-14T04:14:08.0610970Z ##[group]Run echo "Print the available disk space for manual inspection"
2025-03-14T04:14:08.0611530Z echo "Print the available disk space for manual inspection"
2025-03-14T04:14:08.0612030Z df -h
2025-03-14T04:14:08.0612200Z 
2025-03-14T04:14:08.0612400Z function check_disk_space() {
2025-03-14T04:14:08.0612660Z   set +e
2025-03-14T04:14:08.0612840Z 
2025-03-14T04:14:08.0613070Z   # Set the minimum requirement space to 6GB
2025-03-14T04:14:08.0613550Z   MINIMUM_AVAILABLE_SPACE_IN_KB=$(($MINIMUM_AVAILABLE_SPACE_IN_GB * 1024 * 1024))
2025-03-14T04:14:08.0613950Z 
2025-03-14T04:14:08.0614210Z   # Use KB to avoid floating point warning like 3.1GB
2025-03-14T04:14:08.0614670Z   df -k | tr -s ' ' | cut -d' ' -f 4,9 | while read -r LINE;
2025-03-14T04:14:08.0615010Z   do
2025-03-14T04:14:08.0615230Z     AVAIL=$(echo $LINE | cut -f1 -d' ')
2025-03-14T04:14:08.0615560Z     MOUNT=$(echo $LINE | cut -f2 -d' ')
2025-03-14T04:14:08.0615830Z 
2025-03-14T04:14:08.0616020Z     if [ "${MOUNT}" = "/" ]; then
2025-03-14T04:14:08.0616400Z       if [ "${AVAIL}" -lt "${MINIMUM_AVAILABLE_SPACE_IN_KB}" ]; then
2025-03-14T04:14:08.0617230Z         echo "Failure: There is only ${AVAIL}KB free space left in ${MOUNT}, which is less than the minimum requirement of ${MINIMUM_AVAILABLE_SPACE_IN_KB}KB for ${RUNNER_OS}"
2025-03-14T04:14:08.0618020Z       else
2025-03-14T04:14:08.0618430Z         echo "Success: There is ${AVAIL}KB free space left in ${MOUNT} for ${RUNNER_OS}, continue"
2025-03-14T04:14:08.0618880Z       fi
2025-03-14T04:14:08.0619060Z     fi
2025-03-14T04:14:08.0619230Z   done
2025-03-14T04:14:08.0619390Z 
2025-03-14T04:14:08.0619550Z   set -e
2025-03-14T04:14:08.0619730Z }
2025-03-14T04:14:08.0619880Z 
2025-03-14T04:14:08.0620060Z RESULT=$(check_disk_space)
2025-03-14T04:14:08.0620310Z echo "${RESULT}"
2025-03-14T04:14:08.0620510Z 
2025-03-14T04:14:08.0620800Z if [[ "${RESULT}" == *Failure* && "${RUNNER_OS}" == "macOS" ]]; then
2025-03-14T04:14:08.0621670Z   # We can clean up /System/Library/Caches/com.apple.coresymbolicationd on MacOS to free up the space and this should free up enough space
2025-03-14T04:14:08.0622400Z   # https://github.com/pytorch/pytorch/issues/85440
2025-03-14T04:14:08.0622910Z   sudo rm "/System/Library/Caches/com.apple.coresymbolicationd/data" || true
2025-03-14T04:14:08.0623650Z   # Stop the daemon and launchctl will automatically start it again, thus accomplish a restart and free up the above file
2025-03-14T04:14:08.0624770Z   sudo launchctl stop com.apple.coresymbolicationd || true
2025-03-14T04:14:08.0625130Z 
2025-03-14T04:14:08.0625360Z   # Clean up crash reports on the runner
2025-03-14T04:14:08.0625830Z   sudo rm -rf "/System/Volumes/Data/Library/Logs/CrashReporter" || true
2025-03-14T04:14:08.0626220Z 
2025-03-14T04:14:08.0626470Z   # Also try to clean up torch.hub caching directory
2025-03-14T04:14:08.0626850Z   rm -rf "${HOME}/.cache/torch/hub" || true
2025-03-14T04:14:08.0627130Z 
2025-03-14T04:14:08.0635750Z   # Purge conda
2025-03-14T04:14:08.0636060Z   conda clean -p -t -y || true
2025-03-14T04:14:08.0636340Z   # and pip cache
2025-03-14T04:14:08.0636630Z   pip cache purge || true
2025-03-14T04:14:08.0636910Z 
2025-03-14T04:14:08.0637230Z   echo "Re-run disk space check for ${RUNNER_OS} after cleaning up"
2025-03-14T04:14:08.0637640Z   # Re-run the check
2025-03-14T04:14:08.0637890Z   RESULT=$(check_disk_space)
2025-03-14T04:14:08.0638140Z   echo "${RESULT}"
2025-03-14T04:14:08.0638350Z fi
2025-03-14T04:14:08.0638510Z 
2025-03-14T04:14:08.0638720Z if [[ "${RESULT}" == *Failure* ]]; then
2025-03-14T04:14:08.0639000Z   df -h
2025-03-14T04:14:08.0639430Z 
2025-03-14T04:14:08.0640080Z   echo "Please help create an issue to PyTorch Release Engineering via https://github.com/pytorch/test-infra/issues and provide the link to the workflow run."
2025-03-14T04:14:08.0640780Z   exit 1
2025-03-14T04:14:08.0640970Z fi
2025-03-14T04:14:08.0662360Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2025-03-14T04:14:08.0662680Z env:
2025-03-14T04:14:08.0663530Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2025-03-14T04:14:08.0664570Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2025-03-14T04:14:08.0665060Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:08.0665600Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:08.0666440Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284 --no-capture-output
2025-03-14T04:14:08.0667560Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_13849515284
2025-03-14T04:14:08.0668240Z   MINIMUM_AVAILABLE_SPACE_IN_GB: 6
2025-03-14T04:14:08.0668480Z ##[endgroup]
2025-03-14T04:14:08.1212450Z Print the available disk space for manual inspection
2025-03-14T04:14:08.1301870Z Filesystem        Size    Used   Avail Capacity iused ifree %iused  Mounted on
2025-03-14T04:14:08.1303320Z /dev/disk5s2s1   256Gi   9.5Gi   167Gi     6%    404k  1.8G    0%   /
2025-03-14T04:14:08.1304500Z devfs            217Ki   217Ki     0Bi   100%     752     0  100%   /dev
2025-03-14T04:14:08.1305100Z /dev/disk5s5     256Gi   2.0Gi   167Gi     2%       2  1.8G    0%   /System/Volumes/VM
2025-03-14T04:14:08.1305700Z /dev/disk5s3     256Gi   5.7Gi   167Gi     4%    1.0k  1.8G    0%   /System/Volumes/Preboot
2025-03-14T04:14:08.1306340Z /dev/disk1s2     500Mi   6.0Mi   387Mi     2%       1  4.0M    0%   /System/Volumes/xarts
2025-03-14T04:14:08.1306940Z /dev/disk1s1     500Mi    53Mi   387Mi    13%      61  4.0M    0%   /System/Volumes/iSCPreboot
2025-03-14T04:14:08.1307520Z /dev/disk1s3     500Mi   768Ki   387Mi     1%      51  4.0M    0%   /System/Volumes/Hardware
2025-03-14T04:14:08.1308090Z /dev/disk5s1     256Gi    70Gi   167Gi    30%    4.8M  1.8G    0%   /System/Volumes/Data
2025-03-14T04:14:08.1309630Z map auto_home      0Bi     0Bi     0Bi   100%       0     0     -   /System/Volumes/Data/home
2025-03-14T04:14:08.1310390Z /dev/disk3s4     228Gi   120Ki   210Gi     1%      18  2.2G    0%   /private/tmp/tmp-mount-wIHCRm
2025-03-14T04:14:08.1979330Z Success: There is 175578336KB free space left in / for macOS, continue
2025-03-14T04:14:08.2131200Z Post job cleanup.
2025-03-14T04:14:08.2220310Z Post job cleanup.
2025-03-14T04:14:08.3617220Z [command]/usr/bin/git version
2025-03-14T04:14:08.4138870Z git version 2.39.3 (Apple Git-146)
2025-03-14T04:14:08.4162840Z Copying '/Users/ec2-user/.gitconfig' to '/Users/ec2-user/runner/_work/_temp/da2998fd-463d-4472-a5f0-b7c7dc1362bf/.gitconfig'
2025-03-14T04:14:08.4173800Z Temporarily overriding HOME='/Users/ec2-user/runner/_work/_temp/da2998fd-463d-4472-a5f0-b7c7dc1362bf' before making global git config changes
2025-03-14T04:14:08.4174660Z Adding repository directory to the temporary git global config as a safe directory
2025-03-14T04:14:08.4179370Z [command]/usr/bin/git config --global --add safe.directory /Users/ec2-user/runner/_work/pytorch/pytorch
2025-03-14T04:14:08.4348150Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand
2025-03-14T04:14:08.4451900Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :"
2025-03-14T04:14:08.5874480Z Entering 'android/libs/fbjni'
2025-03-14T04:14:08.6054690Z Entering 'third_party/FP16'
2025-03-14T04:14:08.6266150Z Entering 'third_party/FXdiv'
2025-03-14T04:14:08.6478970Z Entering 'third_party/NNPACK'
2025-03-14T04:14:08.6712500Z Entering 'third_party/NVTX'
2025-03-14T04:14:08.6940620Z Entering 'third_party/VulkanMemoryAllocator'
2025-03-14T04:14:08.7136240Z Entering 'third_party/XNNPACK'
2025-03-14T04:14:08.7467270Z Entering 'third_party/benchmark'
2025-03-14T04:14:08.7680720Z Entering 'third_party/composable_kernel'
2025-03-14T04:14:08.7912840Z Entering 'third_party/cpp-httplib'
2025-03-14T04:14:08.8121680Z Entering 'third_party/cpuinfo'
2025-03-14T04:14:08.8356710Z Entering 'third_party/cudnn_frontend'
2025-03-14T04:14:08.8558950Z Entering 'third_party/cutlass'
2025-03-14T04:14:08.8888660Z Entering 'third_party/eigen'
2025-03-14T04:14:08.9130630Z Entering 'third_party/fbgemm'
2025-03-14T04:14:08.9369540Z Entering 'third_party/fbgemm/third_party/asmjit'
2025-03-14T04:14:08.9546440Z Entering 'third_party/fbgemm/third_party/cpuinfo'
2025-03-14T04:14:08.9778670Z Entering 'third_party/fbgemm/third_party/cutlass'
2025-03-14T04:14:09.0046330Z Entering 'third_party/fbgemm/third_party/googletest'
2025-03-14T04:14:09.0273800Z Entering 'third_party/fbgemm/third_party/hipify_torch'
2025-03-14T04:14:09.0489380Z Entering 'third_party/flash-attention'
2025-03-14T04:14:09.0720530Z Entering 'third_party/flash-attention/csrc/composable_kernel'
2025-03-14T04:14:09.0967450Z Entering 'third_party/flash-attention/csrc/cutlass'
2025-03-14T04:14:09.1238880Z Entering 'third_party/flatbuffers'
2025-03-14T04:14:09.1500070Z Entering 'third_party/fmt'
2025-03-14T04:14:09.1688720Z Entering 'third_party/gemmlowp/gemmlowp'
2025-03-14T04:14:09.1872060Z Entering 'third_party/gloo'
2025-03-14T04:14:09.2128870Z Entering 'third_party/googletest'
2025-03-14T04:14:09.2378900Z Entering 'third_party/ideep'
2025-03-14T04:14:09.2575060Z Entering 'third_party/ideep/mkl-dnn'
2025-03-14T04:14:09.2822980Z Entering 'third_party/ittapi'
2025-03-14T04:14:09.3040280Z Entering 'third_party/kineto'
2025-03-14T04:14:09.3268840Z Entering 'third_party/kineto/libkineto/third_party/dynolog'
2025-03-14T04:14:09.3458120Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'
2025-03-14T04:14:09.3677900Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'
2025-03-14T04:14:09.3904620Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'
2025-03-14T04:14:09.4089400Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'
2025-03-14T04:14:09.4269510Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'
2025-03-14T04:14:09.4477110Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog'
2025-03-14T04:14:09.4690970Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'
2025-03-14T04:14:09.4887460Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json'
2025-03-14T04:14:09.5096880Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'
2025-03-14T04:14:09.5300540Z Entering 'third_party/kineto/libkineto/third_party/fmt'
2025-03-14T04:14:09.5525520Z Entering 'third_party/kineto/libkineto/third_party/googletest'
2025-03-14T04:14:09.5722730Z Entering 'third_party/kleidiai'
2025-03-14T04:14:09.5917920Z Entering 'third_party/mimalloc'
2025-03-14T04:14:09.6140980Z Entering 'third_party/nlohmann'
2025-03-14T04:14:09.6405480Z Entering 'third_party/onnx'
2025-03-14T04:14:09.6711590Z Entering 'third_party/onnx/third_party/pybind11'
2025-03-14T04:14:09.6950050Z Entering 'third_party/opentelemetry-cpp'
2025-03-14T04:14:09.7178310Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark'
2025-03-14T04:14:09.7358240Z Entering 'third_party/opentelemetry-cpp/third_party/googletest'
2025-03-14T04:14:09.7551550Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl'
2025-03-14T04:14:09.7764360Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json'
2025-03-14T04:14:09.7985530Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto'
2025-03-14T04:14:09.8193880Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp'
2025-03-14T04:14:09.8387360Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp'
2025-03-14T04:14:09.8571030Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb'
2025-03-14T04:14:09.8772350Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest'
2025-03-14T04:14:09.8995440Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg'
2025-03-14T04:14:09.9287280Z Entering 'third_party/pocketfft'
2025-03-14T04:14:09.9481410Z Entering 'third_party/protobuf'
2025-03-14T04:14:09.9761730Z Entering 'third_party/protobuf/third_party/benchmark'
2025-03-14T04:14:09.9962180Z Entering 'third_party/protobuf/third_party/googletest'
2025-03-14T04:14:10.0178610Z Entering 'third_party/psimd'
2025-03-14T04:14:10.0390920Z Entering 'third_party/pthreadpool'
2025-03-14T04:14:10.0569590Z Entering 'third_party/pybind11'
2025-03-14T04:14:10.0760440Z Entering 'third_party/python-peachpy'
2025-03-14T04:14:10.0965270Z Entering 'third_party/sleef'
2025-03-14T04:14:10.1182600Z Entering 'third_party/tensorpipe'
2025-03-14T04:14:10.1405930Z Entering 'third_party/tensorpipe/third_party/googletest'
2025-03-14T04:14:10.1588730Z Entering 'third_party/tensorpipe/third_party/libnop'
2025-03-14T04:14:10.1802560Z Entering 'third_party/tensorpipe/third_party/libuv'
2025-03-14T04:14:10.2007620Z Entering 'third_party/tensorpipe/third_party/pybind11'
2025-03-14T04:14:10.2228030Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang'
2025-03-14T04:14:10.2442510Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader
2025-03-14T04:14:10.2529100Z http.https://github.com/.extraheader
2025-03-14T04:14:10.2539800Z [command]/usr/bin/git config --local --unset-all http.https://github.com/.extraheader
2025-03-14T04:14:10.2660690Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :"
2025-03-14T04:14:10.3405230Z Entering 'android/libs/fbjni'
2025-03-14T04:14:10.3574490Z Entering 'third_party/FP16'
2025-03-14T04:14:10.3786570Z Entering 'third_party/FXdiv'
2025-03-14T04:14:10.3965090Z Entering 'third_party/NNPACK'
2025-03-14T04:14:10.4122940Z Entering 'third_party/NVTX'
2025-03-14T04:14:10.4287540Z Entering 'third_party/VulkanMemoryAllocator'
2025-03-14T04:14:10.4445910Z Entering 'third_party/XNNPACK'
2025-03-14T04:14:10.4631220Z Entering 'third_party/benchmark'
2025-03-14T04:14:10.4793590Z Entering 'third_party/composable_kernel'
2025-03-14T04:14:10.4948650Z Entering 'third_party/cpp-httplib'
2025-03-14T04:14:10.5092750Z Entering 'third_party/cpuinfo'
2025-03-14T04:14:10.5242740Z Entering 'third_party/cudnn_frontend'
2025-03-14T04:14:10.5418370Z Entering 'third_party/cutlass'
2025-03-14T04:14:10.5599040Z Entering 'third_party/eigen'
2025-03-14T04:14:10.5742580Z Entering 'third_party/fbgemm'
2025-03-14T04:14:10.5885440Z Entering 'third_party/fbgemm/third_party/asmjit'
2025-03-14T04:14:10.6027010Z Entering 'third_party/fbgemm/third_party/cpuinfo'
2025-03-14T04:14:10.6198100Z Entering 'third_party/fbgemm/third_party/cutlass'
2025-03-14T04:14:10.6380770Z Entering 'third_party/fbgemm/third_party/googletest'
2025-03-14T04:14:10.6528580Z Entering 'third_party/fbgemm/third_party/hipify_torch'
2025-03-14T04:14:10.6671270Z Entering 'third_party/flash-attention'
2025-03-14T04:14:10.6818790Z Entering 'third_party/flash-attention/csrc/composable_kernel'
2025-03-14T04:14:10.6995370Z Entering 'third_party/flash-attention/csrc/cutlass'
2025-03-14T04:14:10.7172320Z Entering 'third_party/flatbuffers'
2025-03-14T04:14:10.7330160Z Entering 'third_party/fmt'
2025-03-14T04:14:10.7477800Z Entering 'third_party/gemmlowp/gemmlowp'
2025-03-14T04:14:10.7619850Z Entering 'third_party/gloo'
2025-03-14T04:14:10.7785390Z Entering 'third_party/googletest'
2025-03-14T04:14:10.7961610Z Entering 'third_party/ideep'
2025-03-14T04:14:10.8123450Z Entering 'third_party/ideep/mkl-dnn'
2025-03-14T04:14:10.8258260Z Entering 'third_party/ittapi'
2025-03-14T04:14:10.8401200Z Entering 'third_party/kineto'
2025-03-14T04:14:10.8570030Z Entering 'third_party/kineto/libkineto/third_party/dynolog'
2025-03-14T04:14:10.8726930Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'
2025-03-14T04:14:10.8886600Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'
2025-03-14T04:14:10.9035230Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'
2025-03-14T04:14:10.9176860Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'
2025-03-14T04:14:10.9336990Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'
2025-03-14T04:14:10.9513230Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog'
2025-03-14T04:14:10.9680820Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'
2025-03-14T04:14:10.9826100Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json'
2025-03-14T04:14:10.9974050Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'
2025-03-14T04:14:11.0130510Z Entering 'third_party/kineto/libkineto/third_party/fmt'
2025-03-14T04:14:11.0309980Z Entering 'third_party/kineto/libkineto/third_party/googletest'
2025-03-14T04:14:11.0487980Z Entering 'third_party/kleidiai'
2025-03-14T04:14:11.0621910Z Entering 'third_party/mimalloc'
2025-03-14T04:14:11.0770840Z Entering 'third_party/nlohmann'
2025-03-14T04:14:11.0928530Z Entering 'third_party/onnx'
2025-03-14T04:14:11.1102500Z Entering 'third_party/onnx/third_party/pybind11'
2025-03-14T04:14:11.1283280Z Entering 'third_party/opentelemetry-cpp'
2025-03-14T04:14:11.1428910Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark'
2025-03-14T04:14:11.1577080Z Entering 'third_party/opentelemetry-cpp/third_party/googletest'
2025-03-14T04:14:11.1726500Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl'
2025-03-14T04:14:11.1893680Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json'
2025-03-14T04:14:11.2069280Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto'
2025-03-14T04:14:11.2237490Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp'
2025-03-14T04:14:11.2364070Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp'
2025-03-14T04:14:11.2509830Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb'
2025-03-14T04:14:11.2684240Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest'
2025-03-14T04:14:11.2855830Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg'
2025-03-14T04:14:11.3028730Z Entering 'third_party/pocketfft'
2025-03-14T04:14:11.3169310Z Entering 'third_party/protobuf'
2025-03-14T04:14:11.3317580Z Entering 'third_party/protobuf/third_party/benchmark'
2025-03-14T04:14:11.3472920Z Entering 'third_party/protobuf/third_party/googletest'
2025-03-14T04:14:11.3644570Z Entering 'third_party/psimd'
2025-03-14T04:14:11.3817070Z Entering 'third_party/pthreadpool'
2025-03-14T04:14:11.3975430Z Entering 'third_party/pybind11'
2025-03-14T04:14:11.4106060Z Entering 'third_party/python-peachpy'
2025-03-14T04:14:11.4262630Z Entering 'third_party/sleef'
2025-03-14T04:14:11.4436200Z Entering 'third_party/tensorpipe'
2025-03-14T04:14:11.4603440Z Entering 'third_party/tensorpipe/third_party/googletest'
2025-03-14T04:14:11.4752180Z Entering 'third_party/tensorpipe/third_party/libnop'
2025-03-14T04:14:11.4904630Z Entering 'third_party/tensorpipe/third_party/libuv'
2025-03-14T04:14:11.5050840Z Entering 'third_party/tensorpipe/third_party/pybind11'
2025-03-14T04:14:11.5220640Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang'
2025-03-14T04:14:11.5472450Z A job completed hook has been configured by the self-hosted runner administrator
2025-03-14T04:14:11.5526300Z ##[group]Run '/opt/runner_scripts/post-job.sh'
2025-03-14T04:14:11.5547060Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2025-03-14T04:14:11.5547390Z ##[endgroup]
2025-03-14T04:14:11.6199570Z + df -h
2025-03-14T04:14:11.6227360Z + ls -t /var/log/post_job
2025-03-14T04:14:11.6228570Z + awk 'NR>100'
2025-03-14T04:14:11.6230040Z + xargs rm -fv
2025-03-14T04:14:11.6277520Z + Checking if runner needs to be terminated...ok
2025-03-14T04:14:11.6277930Z + Outputting disk space
2025-03-14T04:14:11.6278330Z Filesystem        Size    Used   Avail Capacity iused ifree %iused  Mounted on
2025-03-14T04:14:11.6278890Z /dev/disk5s2s1   256Gi   9.5Gi   167Gi     6%    404k  1.8G    0%   /
2025-03-14T04:14:11.6279360Z devfs            217Ki   217Ki     0Bi   100%     752     0  100%   /dev
2025-03-14T04:14:11.6279990Z /dev/disk5s5     256Gi   2.0Gi   167Gi     2%       2  1.8G    0%   /System/Volumes/VM
2025-03-14T04:14:11.6280560Z /dev/disk5s3     256Gi   5.7Gi   167Gi     4%    1.0k  1.8G    0%   /System/Volumes/Preboot
2025-03-14T04:14:11.6293120Z /dev/disk1s2     500Mi   6.0Mi   387Mi     2%       1  4.0M    0%   /System/Volumes/xarts
2025-03-14T04:14:11.6293840Z /dev/disk1s1     500Mi    53Mi   387Mi    13%      61  4.0M    0%   /System/Volumes/iSCPreboot
2025-03-14T04:14:11.6294420Z /dev/disk1s3     500Mi   768Ki   387Mi     1%      51  4.0M    0%   /System/Volumes/Hardware
2025-03-14T04:14:11.6294960Z /dev/disk5s1     256Gi    70Gi   167Gi    30%    4.8M  1.8G    0%   /System/Volumes/Data
2025-03-14T04:14:11.6295700Z map auto_home      0Bi     0Bi     0Bi   100%       0     0     -   /System/Volumes/Data/home
2025-03-14T04:14:11.6296350Z /dev/disk3s4     228Gi   120Ki   210Gi     1%      18  2.2G    0%   /private/tmp/tmp-mount-wIHCRm
2025-03-14T04:14:11.6296810Z + Cleaning up old logs (Keep the latest 100)
2025-03-14T04:14:12.2926190Z + Restoring SSH key to be the skeleton key
2025-03-14T04:14:12.3132890Z Cleaning up orphan processes
2025-03-14T04:14:13.3266890Z Terminate orphan process: pid (43097) (python3.9)
2025-03-14T04:14:13.4583930Z Terminate orphan process: pid (43021) (python3.9)